Felipe Maia Galvão França (6D1D-CD3F-CB14)

Curriculum Vitae

Felipe Maia Galvão França

Electronics Engineer from Universidade Federal do Rio de Janeiro (1982), M.Sc. in Computer Science from Universidade Federal do Rio de Janeiro (1987) and Ph.D. in Neural Systems Engineering from Imperial College of Science Technology And Medicine (1994). He is a Researcher at Instituto de Telecomunicações - Porto and a retired Full Professor at the Systems Engineering and Computer Science Program, COPPE, Universidade Federal do Rio de Janeiro. He has published over 250 scientific papers and 2 granted patents. He has experience in Computer Science and Electronics Engineering, acting on the following subjects: artificial intelligence, artificial neural networks, computational intelligence, weightless neural networks, computer architecture, cryptographic circuits, dataflow computing, distributed algorithms, collective robotics, intelligent transportation systems. As a System Analyst/Research Assistant at PESC, COPPE, UFRJ, from 1984 to 1996, he participated in the NCP I - Design and Implementation of High-performance Parallel Computer, FINEP project, when he introduced the idea of a "communication virtual processor" in 1988. This concept was further rediscovered with the name of "active messages". As Assistant Professor, he proposed a new approach in asynchronous digital design such that any existing circuit designed under the perspective of synchronous timing is a candidate to conversion to asynchronous operation at a very low cost in terms of circuit design and generally with the reward of performance gains. This pioneering work marks the beginning of GALS - Globally Asynchronous Locally Synchronous Circuits, resulting in the first ever patent granted to a Brazilian university in the Computer Science area.

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Identification

Personal identification

Full name: Felipe Maia Galvão França
Gender: Male

Citation names

França, Felipe M. G.
França, Felipe
Maia Galvão França, Felipe
Franca, Felipe
Franca, Felipe M.G.
Franca, Felipe M. G.

Author identifiers

Ciência ID: 6D1D-CD3F-CB14
ORCID iD: 0000-0002-8980-6208
LattesiD: 1097952760431187
Researcher Id: J-5910-2012
Scopus Author Id: 7005053198

Email addresses

felipe@ieee.org (Professional)
felipe@coppe.ufrj.br (Professional)
ffranca@fe.up.pt (Professional)
felipe.franca@lx.it.pt (Professional)

Addresses

IT Branch - Porto, Rua Dr Roberto Frias, 4200-465, Porto, Porto, Portugal (Professional)

Websites

https://www.researchgate.net/profile/Felipe_Franca (Scholar)
https://dblp.org/search?q=Felipe%20Maia%20Galvão%20França (Scholar)
https://scholar.google.com/citations?hl=en&user=An-l3DsAAAAJ&view_op=list_works&authuser=1&sortby=pubdate (Scholar)
https://www.scopus.com/authid/detail.uri?authorId=7005053198 (Scholar)

Knowledge fields

Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics - Computer Hardware and Architecture
Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics - Robotics and Automatic Control
Exact Sciences - Computer and Information Sciences - Computer Sciences

Languages

Language	Speaking	Reading	Writing	Listening	Peer-review
Portuguese (Mother tongue)
English	Proficiency (C2)	Proficiency (C2)	Proficiency (C2)	Proficiency (C2)	Proficiency (C2)
Spanish; Castilian	Elementary (A2)	Upper intermediate (B2)	Intermediate (B1)	Upper intermediate (B2)	Upper intermediate (B2)
French	Elementary (A2)	Upper intermediate (B2)	Elementary (A2)	Upper intermediate (B2)	Upper intermediate (B2)
Italian	Elementary (A2)	Intermediate (B1)	Intermediate (B1)	Intermediate (B1)	Intermediate (B1)

Education

	Degree	Classification
1989/09/01 - 1994/10/18 Concluded	Neural Systems Engineering (Doctor of Philosophy) Imperial College London Department of Electrical and Electronic Engineering, United Kingdom "Neural Networks as Neighbourhood-Constrained Systems" (THESIS/DISSERTATION)
1982/03/01 - 1987/03/30 Concluded	Engenharia de Sistemas e Computação - COPPE (Master) Universidade Federal do Rio de Janeiro, Brazil "A BIPARTITE RISC PROCESSOR" (THESIS/DISSERTATION)
1977/03/01 - 1982/03/01 Concluded	Engenharia Eletrônica (Graduado) Universidade Federal do Rio de Janeiro, Brazil

Affiliation

Science

	Category Host institution	Employer
2022/06/06 - Current	Researcher (Research)	Instituto de Telecomunicações, Portugal
	Universidade do Porto Faculdade de Engenharia, Portugal

Teaching in Higher Education

	Category Host institution	Employer
2019/06/07 - 2023/03/31	Invited Full Professor (University Teacher)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2014/05/06 - 2019/06/06	Full Professor (University Teacher)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2006/05/06 - 2014/05/05	Associate Professor (University Teacher)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
1996/02/15 - 2006/05/06	Assistant Professor (University Teacher)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil

Projects

Contract

	Designation	Funders
2023/09 - Current	Route 25: Agenda for Autonomous, Intelligent, Interoperable and Inclusive Mobility 02/C05-i01.01/2022.PC645463824-00000063 Researcher Instituto de Telecomunicações, Portugal Universidade do Porto Faculdade de Engenharia, Portugal	Agência para a Competitividade e Inovação IP Ongoing
2022/06/06 - 2033/06/30	5G/SDN Intelligent Systems For LOw latencY V2X communications in cross-Domain mobility POCI-01-0247-FEDER-045912 Researcher Instituto de Telecomunicações, Portugal	Fundação para a Ciência e a Tecnologia Concluded
2018/08/03 - 2021/03/31	Exploring In-Situ Computing of Al and/or Dataflow Engines 21713 Principal investigator Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil	Universidade Federal do Rio de Janeiro Fundação COPPETEC Concluded
2019 - 2020	Development of Intelligent Applications in Computational Storage 22917 Principal investigator Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil	Universidade Federal do Rio de Janeiro Fundação COPPETEC Concluded
2015/03/01 - 2019/02/28	Security, Detection and Recovery of Errors in Dataflow Computing and Critical Systems 88881.068163/2014-01 Principal investigator Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil	Coordenação de Aperfeiçoamento de Pessoal de Nível Superior Concluded
2012 - 2017	SCDP - Decision Center System Oriented to Environmental Monitoring of Offshore Platforms Using Wireless Sensor Networks 01.12.0214.05 (1954/10) Principal investigator Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil	Finep Concluded
2014 - 2015	Optimization of WiFi Irradiation Patterns for Indoor Positioning Systems 1GG2MU3VGX2K Principal investigator Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil	Microsoft Research Concluded
2010 - 2013	Swarm Robotics Edital FAPERJ N.º 16/2009 Researcher Universidade do Estado do Rio de Janeiro, Brazil	Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro Concluded
2010 - 2012	Value Reuse and Speculation as Alternatives for Embedded Architectures 482063/2009-2 Principal investigator Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil	Conselho Nacional de Desenvolvimento Científico e Tecnológico Concluded
2009 - 2011	Cultivating collaborations in computational grids for scientific advances E-26/ 170.001/2009 Researcher Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil Universidade Federal Fluminense, Brazil	Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro Concluded
2007 - 2009	LOA - Advanced Optimization Laboratory LOA Researcher Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil	Conselho Nacional de Desenvolvimento Científico e Tecnológico Concluded
2006 - 2008	SCAE - System for the Automatic CNAE-Subclasses Classification SCAE Researcher Universidade Federal do Espírito Santo, Brazil Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil	Receita Federal do Brasil Concluded
2006 - 2007	EELA - E-Infrastructure shared between Europe and Latin America IST-026409 Researcher Universidade Federal do Rio de Janeiro, Brazil European Organization for Nuclear Research Department of Theoretical Physics, Switzerland Centro de Investigaciones Energéticas Medioambientales y Tecnológicas, Spain	European Commission Concluded
2005 - 2007	Identification and Reuse of Redundant Computations in JAVA Processors: DeJAVAVu DeJAVAVu Principal investigator Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil Universidade Federal do Rio Grande do Sul, Brazil	Conselho Nacional de Desenvolvimento Científico e Tecnológico Receita Federal do Brasil Concluded
2002 - 2004	Graphs and Algorithms Projeto Integrado: Graphs and Algorithms Researcher Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil	Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro Concluded
2001 - 2003	Parallel Processor Architectures Parallel Processor Architectures Researcher Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil	Conselho Nacional de Desenvolvimento Científico e Tecnológico Concluded
1999 - 2001	CLOP~N - High Performance Scalable Systems for Constrained Logic Programming CLOP~N Researcher Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil New Mexico State University, United States	Conselho Nacional de Desenvolvimento Científico e Tecnológico National Science Foundation Concluded
1999 - 2000	The Symbolist, Connectionist and Biological Aspects of Artificial Intelligence Os Aspectos Simbolistas, Conexionistas e Biológicos da Inteligência Artificial Researcher Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil	Conselho Nacional de Desenvolvimento Científico e Tecnológico Concluded
1997 - 1999	ICOM - Computational Intelligence: Principles and Applications ICOM Researcher Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil	Conselho Nacional de Desenvolvimento Científico e Tecnológico Concluded
1997 - 1999	LOCUS: Logic for Concurrency and Synchronisation LOCUS Researcher Universidade Federal de Pernambuco, Brazil Universidade Federal do Rio de Janeiro, Brazil	Conselho Nacional de Desenvolvimento Científico e Tecnológico Concluded
1996 - 1997	Randomised Distributed Algorithms for Control and Communication Randomised Distributed Algorithms for Control and Communication Researcher Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil Consiglio Nazionale delle Ricerche Biblioteca dell'Istituto di Cibernetica Eduardo Caianiello, Italy	Conselho Nacional de Desenvolvimento Científico e Tecnológico Consiglio Nazionale delle Ricerche Area di Ricerca di Napoli 3 - Pozzuoli Concluded
1995 - 1997	NEUROCOM - Integrating Conventional Computing with Neurocomputing NEUROCOM Principal investigator Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil Universidade Federal de Pernambuco, Brazil Universidade Federal de Minas Gerais, Brazil	Conselho Nacional de Desenvolvimento Científico e Tecnológico Concluded
1988 - 1993	NCP I - Design and Implementation of High-performance Parallel Computer NCP I Researcher Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil	Finep Concluded

Other

	Designation	Funders
2012 - 2014	SMARTLOGISTICS@IB: Ibero-American Network of Intelligent Logistics in the Sustainable Management of Transport in Urban Nuclei CYTED2014-515RT0489 Researcher Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil	Ciencia y Tecnología para el Desarrollo Concluded

Outputs

Publications

Book	Nedjah, Nadia; de Macedo Mourelle, Luiza; Kacprzyk, Janus; Ferreira De Souza, Alberto; França, Felipe M. G.. Intelligent Text Categorization and Clustering. Springer Berlin Heidelberg. 2009. Published • 10.1007/978-3-540-85644-3 • Editor
Book chapter	Spalenza, Marcos A.; de Oliveira, Elias; Lusquino-Filho, Leopoldo; Lima, Priscila M. V.; França, Felipe M. G.. "Using NER + ML to Automatically Detect Fake News". In Advances in Intelligent Systems and Computing, 1176-1187. Springer International Publishing, 2021. Published • 10.1007/978-3-030-71187-0_109 Filho, Leopoldo A. D. Lusquino; Guarisa, Gabriel P.; Oliveira, Luiz F. R.; Filho, Aluizio Lima; França, Felipe M. G.; Lima, Priscila M. V.. "Action Units Classification Using ClusWiSARD". In Artificial Neural Networks and Machine Learning – ICANN 2019: Image Processing, 409-420. Springer International Publishing, 2019. Published • 10.1007/978-3-030-30508-6_33 Simões, Marco; Amaral, Carlos; França, Felipe; Carvalho, Paulo; Castelo-Branco, Miguel. "Applying Weightless Neural Networks to a P300-Based Brain-Computer Interface". In World Congress on Medical Physics and Biomedical Engineering 2018, 113-117. Springer Singapore, 2018. Published • 10.1007/978-981-10-9023-3_20 Cardoso, Douglas O.; Gama, João; França, Felipe. "Weightless Neural Modeling for Mining Data Streams". In Series in Machine Perception and Artificial Intelligence, 26-43. WORLD SCIENTIFIC, 2018. Published • 10.1142/9789813228047_0002 Alves, Daniel S. F.; Soares, E. Elael M.; Strachan, Guilherme C.; Carvalho, Guilherme P. S.; Xaud, Marco F. S.; Couto, Marcos V. B.; Mendonça, Rafael M.; et al. "A Swarm Robotics Approach to Decontamination". In Advances in Computational Intelligence and Robotics, 107-122. IGI Global, 2013. Published • 10.4018/978-1-4666-2658-4.ch006 Nery, A.S.; Nedjah, N.; França, F.M.G.; Jozwiak, L.. "Interactive volume rendering based on ray-casting for multi-core architectures". In 10th International Conference on High Performance Computing for Computational Science, VECPAR 2012, 177-186. 2013. Published • 10.1007/978-3-642-38718-0_19 Nery, A.S.; Nedjah, N.; França, F.M.G.; Jozwiak, L.; Corporaal, H.. "A reconfigurable ray-tracing Multi-Processor SoC with hardware replication-aware instruction set extension". In ICA3PP 2013: Algorithms and Architectures for Parallel Processing, 346-356. 2013. Published • 10.1007/978-3-319-03859-9_30 Cardoso, D.; De Gregorio, M.; Lima, P.; Gama, J.; França, F.. "A weightless neural network-based approach for stream data clustering". In Intelligent Data Engineering and Automated Learning - IDEAL 2012, 328-335. 2012. Published • 10.1007/978-3-642-32639-4_40 Alves, Daniel S. F.; França, Felipe M. G.; de Macedo Mourelle, Luiza; Nedjah, Nadia; Lima, Priscila M. V.. "The Effect of Intelligent Escape on Distributed SER-Based Search". In Computational Science and Its Applications – ICCSA 2012, 101-112. Springer Berlin Heidelberg, 2012. Published • 10.1007/978-3-642-31125-3_8 Nery, Alexandre S.; Nedjah, Nadia; França, Felipe M. G.; Jozwiak, Lech. "Massively Parallel Identification of Intersection Points for GPGPU Ray Tracing". In Algorithms and Architectures for Parallel Processing, 14-23. Springer Berlin Heidelberg, 2011. Published • 10.1007/978-3-642-24669-2_2 Gonçalves, V.C.F.; Lima, P.M.V.; Maculan, N.; França, F.M.G.. "A distributed dynamics for webgraph decontamination". In 4th International Symposium On Leveraging Applications of Formal Methods, Verification and Validation, 462-472. 2010. Published • 10.1007/978-3-642-16558-0_39 França, F.M.G.; Mora-Camino, F.. "Cooperative control for ground traffic at Airports". In Computational Models, Software Engineering and Advanced Technologies in Air Transportation, 55-70. 2009. Published • 10.4018/978-1-60566-800-0.ch004 Pinho, A.C.; Santos, A.A.; Figueiredo, D.R.; França, F.M.G.. "Two ID-free distributed distance-2 edge coloring algorithms for WSNs". In 8th International IFIP-TC 6 Networking Conference, 2009, 919-930. 2009. Published • 10.1007/978-3-642-01399-7_72 Yang, Z.; França, F.M.G.. "A general rhythmic pattern generation architecture for legged locomotion". In ADVANCING ARTIFICIAL INTELLIGENCE THROUGH BIOLOGICAL PROCESS APPLICATIONS, 202-229. 2008. Published • 10.4018/978-1-59904-996-0.ch012 Lima, P.M.V.; Morveli-Espinoza, M.M.M.; França, F.M.G.. "Logic as energy: A SAT-based approach". In Second International Symposium on Brain, Vision and Artificial Intelligence, 458-467. 2007. Published • 10.1007/978-3-540-75555-5_44 Lima, P.M.V.; Pereira, G.C.; Morveli-Espinoza, M.M.M.; França, F.M.G.. "Mapping and combining combinatorial problems into energy landscapes via pseudo-boolean constraints". In First International Symposium on Brain, Vision and Artificial Intelligence, 308-317. 2005. Published • 10.1007/11565123_30 Burattini, Ernesto; De Gregorio, Massimo; Ferreira, Victor M. G.; França, Felipe M. G.; Burattini, E.; De Gregorio, M.; Ferreira, V.M.G.; França, F.M.G.. "NSP: a Neuro–Symbolic Processor". In Artificial Neural Nets Problem Solving Methods, 9-16. Springer Berlin Heidelberg, 2003. Published • 10.1007/3-540-44869-1_2 Wickert, I.; Franca, F.M.G.. "AUTO WISARD: Unsupervised modes for the WISARD". In IWANN 2001: Connectionist Models of Neurons, Learning Processes, and Artificial Intelligence, 435-441. 2001. Published Dantas, A.C.H.; de Seixas, J.M.; França, F.M.G.. "Parallel implementation of a track recognition system using hough transform". In Vector and Parallel Processing — VECPAR 2000, 467-480. 2001. Published Protti, F.; França, F.M.G.; Szwarcfiter, J.L.. "On computing all maximal cliques distributedly". In IRREGULAR 1997: Solving Irregularly Structured Problems in Parallel, 37-48. 1997. Published Franca, F.M.G.; Faria, L.. "Optimal mapping of neighbourhood-constrained systems". In IRREGULAR 1995: Parallel Algorithms for Irregularly Structured Problems, 165170. 1995. Published • 10.1007/3-540-60321-2_14 Calabrese, Antonio; França, Felipe M. G.. "A Randomised Distributed Primer for the Updating Control of Anonymous ANNs". In ICANN ’94, 585-588. Springer London, 1994. Published • 10.1007/978-1-4471-2097-1_137 França, Felipe M.G.. "Distributed generation of synchronous, asynchronous, and partially synchronous/asynchronous updating dynamics by a self-organizing oscillatory network". In Artificial Neural Networks, 1057-1061. Netherlands: Elsevier, 1992. Published • 10.1016/b978-0-444-89488-5.50048-8 FRANçA, Felipe M.G.. "A SELF-ORGANIZING UPDATING NETWORK*This work was supported by CAPES, Brazilian Agency, grant no. 1400/88-5.". In Artificial Neural Networks*, edited by Teuvo KOHONEN; Kai MÄKISARA; Olli SIMULA; Jari KANGAS, 1349-1352. Elsevier, 1991. Published • 10.1016/b978-0-444-89178-5.50086-5
Conference abstract	Susskind, Zachary; Arora, Aman; Bacellar, Alan T. L.; Dutra, Diego L. C.; Miranda, Igor D. S.; Breternitz, Mauricio; Lima, Priscila M. V.; França, Felipe M. G.; John, Lizy K.. "An FPGA-Based Weightless Neural Network for Edge Network Intrusion Detection". Paper presented in ACM/SIGDA International Symposium on Field Programmable Gate Arrays, Monterey, CA, 2023. Published • 10.1145/3543622.3573140 Vilela, Sandro P.; Marzulo, Leandro A. J.; França, Felipe M. G.. "Paralelismo Dataflow em Geometria de Distâncias Moleculares Intervalares". Paper presented in XXXVIII CNMAC, Campinas, 2018. Published de Almeida, Rubens Henrique Pailo; de Mello Junior, Rui Rodrigues; Paillard, Gabriel A.L.; França, Felipe M. G.. "The Gamma multiset rewriting paradigm: a parallel approximate computing framework". Paper presented in Workshop on Approximate Computing, Pittsburgh, 2016. Published Lima, Priscila; Alves, Daniel S. F.; França, Felipe M. G.. "Applications of ReSATyrus: a distributed resource-sharing control compiler". Paper presented in 20th Conference of the International Federation of Operational Research Societies, Barcelona, 2014. Published Novello, Cassia F.; Cohen, Shimon; Maculan, Nelson; França, Felipe M. G.; Lima, Priscila; Pinkas, Gadi. "XOR as MILP: alternative modelings". Paper presented in Global Optimization Workshop, Natal, 2012. Published Xavier, Vinicius L.; França, Felipe M. G.; Xavier, Adilson E.; Lima, Priscila. "Fermat-Weber Location Problem Solving by the Hyperbolic Smoothing Approach". Paper presented in International Workshop Stochastic Programing for Implementation and Advanced Applications, Neringa, 2012. Published Xavier, Vinicius L.; França, Felipe M. G.; Xavier, Adilson Elias; Lima, Priscila. "Solving the Sum of Distances Clustering Problem with Hyperbolic Smoothing". Paper presented in IFORS 2011, Melbourne, 2011. Published Alves, Daniel S. F.; Gonçalves, Vanessa C. F.; Lima, Priscila; Maculan, Nelson; França, Felipe M. G.. "G-DI: a Graph Decontamination Iterator for the Web". Paper presented in ACM WebSci 2011, 3rd International COnference on Web Science, Koblenz, 2011. Published Araujo, Leandro; França, Felipe M. G.; Farias, Ricardo C.. "Facial Recognition Via RAM-Based Neural Networks". Paper presented in SIBGRAPI - Conference on Graphics, Patterns and Images, Porto Alegre, 2010. Published Lima, Priscila; Monteiro, Bruno F.; Novello, Cassia F.; França, Felipe M. G.; Maculan, Nelson. "Flow specification for cycle avoidance in the SATyrus exact formulation compiler". Paper presented in 24th IFIP TC7 Conference on System Modelling and Optimization, Buenos Aires, 2009. Published de Castro, Carlos Augusto; França, Felipe M. G.. "Distributed Scheduling of Parallel Threads via Graph Dynamics". Paper presented in 4th International Summer School on Advanced Computer Architecture and Compilation for Embedded Systems, L'Aquila, 2008. Published Lengerke, Omar; Carvalho, Diego; Lima, Priscila; Dutra, Max S.; Mora-Camino, Félix; França, Felipe M. G.. "Controle distribuído de sistemas JOB SHOP usando escalonamento por reversão de arestas". Paper presented in XIV Latin Ibero-American Congress on Operations Research (CLAIO 2008), Cartagena de Indias, 2008. Published da Silva, Eduardo Ferreira; Lima, Priscila; Diacovo, Ramon; França, Felipe M. G.. "Aggregating energy scenarios using the SATyrus neuro-symbolic tool". Paper presented in 19th International Symposium on Mathematical Programming, Rio de Janeiro, 2006. Published Lima, Priscila; PEREIRA, GLAUCIA C.; Morveli-Espinoza, M.M.M.; França, Felipe M. G.; Lavour, Carlile C.. "Mapping Molecular Geometry Problems into Pseudo-Boolean Constraints". Paper presented in International Workshop on Genomic Databases - IWGD´05, Rio de Janeiro, 2005. Published Lima, Priscila; Lima, Darcy Vieira; França, Felipe M. G.. "Modelando a Simulação de um Indivíduo por outro Indivíduo". Paper presented in 5th Brazilian-International Cognitive Science Congress, São Vicente, 2003. Published França, Felipe M. G.. "Distributed Pattern Generators". Paper presented in 5th Brazilian-International Congnitive Science Congress, São Vicente, 2003. Published França, Felipe M. G.; Martinhon, Carlos Alberto de Jesus; Arantes, Gladstone M.; Faria, Luerbio. "A Multistart Approach to Near-optimal Concurrency Dynamics in Neighborhood-constrained Systems". Paper presented in The Second International Conference on Optimization and Control with Applications - OCA2002, Tunxi, 2002. Published Lima Pilla, Mauricio; Navaux, Philippe O.A.; da Costa, Amarildo T.; França, Felipe M. G.. "Predicting Trace Inputs with Dynamic Trace Memoization: Determining Speedup Upper Bounds". Paper presented in International Conference on Parallel Architectures and Compilation Techniques, PACT 2001, Barcelona, 2001. Published Maltar, L.; Felipe, C.B.; Franca, M.G.; Alves, V.C.; Amorim, C.L.. "Implementation of RNS addition and RNS multiplication into FPGAs". Paper presented in FPGA'99 - 7th ACM International Symposium on Field-Programmable Gate Arrays, Napa, 1999. Published • 10.1109/fpga.1998.707940 Yang, Zhijun; Franca, Felipe M. G.. "Implementing an artificial CPG using fine-grain FPGAs". Paper presented in The 1999 ACM/SIGDA seventh international symposium, Monterrey, 1999. Published • 10.1145/296399.296518
Conference paper	Pillai, Velu; Miranda, Igor D. S.; Musale, Tejas; Jadhao, Mugdha P.; Susskind, Zachary; Bacellar, Alan T. L.; Ozer, Emre; et al. "arrWNN: Arrhythmia-detecting Weightless Neural Network FlexIC". Paper presented in IEEE International Flexible Electronics Technology Conference, Bologna, 2024. Accepted Nag, Shashank; Susskind, Zachary; Arora, Aman; Bacellar, Alan T. L.; Dutra, Diego L. C.; Miranda, Igor D. S.; Kailas, Krishnan; et al. "LogicNets vs. ULEEN : Comparing two novel high throughput edge ML inference techniques on FPGA". Paper presented in IEEE International Midwest Symposium on Circuits and Systems - MWSCAS, Springfield, MA, 2024. Published • 10.1109/mwscas60917.2024.10658913 Bacellar, Alan T. L.; Susskind, Zachary; M.Breternitz; John, Eugene B.; John, Lizy K.; Lima, Priscila; França, Felipe M. G.. "Differentiable Weightless Neural Networks". Paper presented in ICML 2024, Vienna, 2024. Published Bacellar, Alan T. L.; Susskind, Zachary; Breternitz, Maurício; John, Lizy K.; França, Felipe M. G.; Lima, Priscila M. V.. "Soon Filter: Advancing Tiny Neural Architectures for High Throughput Edge Inference". Paper presented in IJCNN 2024, Yokohama, 2024. 10.1109/ijcnn60899.2024.10650678 John, Lizy K.; França, Felipe; Mitra, Subhasish; Susskind, Zachary; Lima, Priscila M. V.; Miranda, Igor D. S.; John, Eugene B.; Dutra, Diego L. C.; Breternitz, Mauricio. "Dendrite-inspired Computing to Improve Resilience of Neural Networks to Faults in Emerging Memory Technologies". Paper presented in 2023 IEEE International Conference on Rebooting Computing (ICRC), San Diego, CA, 2023. Published • 10.1109/icrc60800.2023.10386729 Lusquino Filho, Leopoldo; França, Felipe; Lima, Priscila. "WiSARD-based Ensemble Learning". Paper presented in 31th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Bruges, 2023. Published • 10.14428/esann/2023.es2023-76 Souza, Guilherme; Lima, Priscila; França, Felipe. "Sun Tracking using a Weightless Q-Learning Neural Network". Paper presented in 31th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Bruges, 2023. Published • 10.14428/esann/2023.es2023-100 de Mello Junior, Rui Rodrigues; Paillard, Gabriel Antoine Louis; de Araújo, Leandro Santiago; DINIZ, PEDRO C.; França, Felipe M. G.. Corresponding author: de Mello Junior, Rui Rodrigues. "GSink - A Runtime for Gamma Programs and its CGRA Mapping Proposal". Paper presented in 2023 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), St. Petersburg, FL, 2023. Published • 10.1109/IPDPSW59300.2023.00076 Hussain, Mushahid; França, Felipe; Aguiar, Ana. "Context-Aware Reinforcement Learning for Supporting WiFi Connectivity for Vehicles". Paper presented in IEEE Vehicular Networking Conference (VNC), Istanbul, 2023. Published • 10.1109/vnc57357.2023.10136333 Susskind, Zachary; Arora, Aman; Miranda, Igor D. S.; Villon, Luis A. Q.; Katopodis, Rafael F.; de Araújo, Leandro S.; Dutra, Diego L. C.; et al. "Weightless Neural Networks for Efficient Edge Inference". Paper presented in 31st International Conference on Parallel Architectures and Compilation Techniques (PACT), Chicago, 2022. Published • 10.1145/3559009.3569680 A. Q. Villon, Luis; Susskind, Zachary; T. L. Bacellar, Alan; D. S. Miranda, Igor; Santiago de Araújo, Leandro; Lima, Priscila; Breternitz Jr., Mauricio; et al. Corresponding author: A. Q. Villon, Luis. "A WiSARD-based conditional branch predictor". Paper presented in ESANN 2022, Bruges, 2022. Published • 10.14428/esann/2022.es2022-65 T. L. Bacellar, Alan; Susskind, Zachary; A. Q. Villon, Luis; D. S. Miranda, Igor; Santiago de Araújo, Leandro; Cadette Dutra, Diego Leonel; Breternitz Jr., Mauricio; et al. Corresponding author: T. L. Bacellar, Alan. "Distributive Thermometer: A New Unary Encoding for Weightless Neural Networks". Paper presented in ESANN 2022, Bruges, 2022. Published • 10.14428/esann/2022.es2022-94 Susskind, Zachary; T. L. Bacellar, Alan; Arora, Aman; A. Q. Villon, Luis; Mendanha, Renan; Santiago de Araújo, Leandro; Cadette Dutra, Diego Leonel; et al. "Pruning Weightless Neural Networks". Paper presented in ESANN 2022, Bruges, 2022. Published • 10.14428/esann/2022.es2022-55 Miranda, Igor D.S.; Arora, Aman; Susskind, Zachary; Villon, Luis A.Q.; Katopodis, Rafael F.; Dutra, Diego L.C.; De Araujo, Leandro S.; et al. Corresponding author: Miranda, Igor D.S.. "LogicWiSARD: Memoryless Synthesis of Weightless Neural Networks". Paper presented in 33rd IEEE International Conference on Application-specific Systems, Architectures and Processors, GOTHENBURG, 2022. 10.1109/asap54787.2022.00014 Ferreira, Victor C.; Esmat, H. H.; Lorenzo, Beatriz; Kundu, Sandip; França, Felipe. Corresponding author: Ferreira, Victor C.. "Reinforcement Learning based Multi-Attribute Slice Admission Control for Next-Generation Networks in a Dynamic Pricing Environment". Helsinki, 2022. Published • 10.1109/vtc2022-spring54318.2022.9860729 Ferreira, Victor C.; Kundu, Sandip; Franca, Felipe M. G.. "Analysis of Fake News Classification for Insight into the Roles of Different Data Types". Paper presented in 2022 IEEE 16th International Conference on Semantic Computing (ICSC), Laguna Hills, CA, 2022. Published • 10.1109/icsc52841.2022.00018 Guilherme Caeiro de Mattos; França, Felipe Maia Galvão; Luidi Gelabert Simonetti; Lima, Priscila. "AIISR - AI INSPIRED STOPPING RULE FOR GRASP METAHEURISTIC". Paper presented in LIII Simpósio Brasileiro de Pesquisa Operacional, João Pessoa, 2021. Published Barbosa, Raul Bezerra; Carvalho, Diego; Lima, Priscila; França, Felipe M. G.. "A bag of nodes primer on weightless graph classification". Paper presented in ESANN 2021, Bruges, 2021. Published Katopodis, Rafael F.; Lima, Priscila; França, Felipe M. G.. "Functional Gradient Descent for n-Tuple Regression". Paper presented in ESANN 2021, Bruges, 2021. Published Spalenza, Marcos A.; Leopoldo A.D. Lusquino Filho; França, Felipe M. G.; Lima, Priscila; de Oliveira, Elias. "LCAD-UFES at FakeDeS 2021: Fake news detection using named entity recognition and part-of-speech sequences". Paper presented in Iberian Languages Evaluation Forum (IberLEF 2021), Málaga, 2021. Published Goldstein, Brunno F.; Ferreira, Victor C.; Srinivasan, Sudarshan; Das, Dipankar; Nery, Alexandre S.; Kundu, Sandip; Franca, Felipe M. G.. "A Lightweight Error-Resiliency Mechanism for Deep Neural Networks". 2021. Published • 10.1109/isqed51717.2021.9424287 Lima Filho, Aluizio; Guarisa, Gabriel P.; Lusquino Filho, Leopoldo A.D.; Oliveira, Luiz F. R.; Cosenza, Carlos A. N.; França, Felipe M. G.; Lima, Priscila. "Interpretation of Model Agnostic Classifiers via Local Mental Images". Paper presented in ESANN 2020, Bruges, 2020. Published Xavier, Pedro M.; De Gregorio, Massimo; França, Felipe M. G.; Lima, Priscila. "Detection of elementary particles with the WiSARD n-tuple classifier". Paper presented in ESANN 2020, Bruges, 2020. Published Rocha, Raphael N. C. B.; Filho, Leopoldo L.; Aredes, Mauricio; França, Felipe; Lima, Priscila M. V.. "Regression WiSARD application of controller on DC STATCOM converter under fault conditions". Paper presented in MPP 2020, New Orleans, 2020. Published • 10.1109/ipdpsw50202.2020.00145 de Araújo, Leandro S.; Marzulo, Leandro A. J.; Alves, Tiago A. O.; França, Felipe M. G.; Koren, Israel; Kundu, Sandip. "Building a portable deeply-nested implicit information flow tracking". Paper presented in Proceedings of the 17th ACM International Conference on Computing Frontiers, 2020. Published • 10.1145/3387902.3392614 Lello, Guilherme C. De; Caldeira, Juliano F.; Aredes, Mauricio; Franca, Felipe M. G.; Lima, Priscila M. V.. "Weightless Neural Networks Applied to Nonintrusive Load Monitoring". Paper presented in MPP 2020, New Orleans, 2020. Published • 10.1109/ipdpsw50202.2020.00145 Vilela, Sandro P.; Marzulo, Leandro A. J.; Franc¸a, Felipe M. G.. "Explorando Paralelismo Dataflow em Geometria de Distâncias Moleculares Intervalares". Paper presented in CNMAC 2019 XXXIX Congresso Nacional de Matemática Aplicada e Computacional, 2020. Published • 10.5540/03.2020.007.01.0383 Goldstein, Brunno F.; Srinivasan, Sudarshan; Das, Dipankar; Banerjee, Kunal; Santiago, Leandro; Ferreira, Victor C.; Nery, Alexandre S.; Kundu, Sandip; Franca, Felipe M. G.. "Reliability Evaluation of Compressed Deep Learning Models". Paper presented in 2020 IEEE 11th Latin American Symposium on Circuits & Systems (LASCAS), San Jose, 2020. Published • 10.1109/lascas45839.2020.9069026 de Mello Junior, Rui Rodrigues; de Araújo, Leandro Santiago; Dutra, Diego Leonel Cadette; Paillard, Gabriel Antoine Louis; de Amorim, Cláudio Luis; França, Felipe Maia Galvão. "Fluid computing: interest-based communication in dataflow/multiset rewriting computing". Paper presented in Proceedings of the 10th Euro-American Conference on Telematics and Information Systems, Aveiro, 2020. Published • 10.1145/3401895.3401932 Marzulo, Leandro; Bianchini, Calebe; Santiago, Leandro; Ferreira, Victor; Goldstein, Brunno; Franca, Felipe. "Teaching High Performance Computing through Parallel Programming Marathons". Paper presented in 2019 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) MPP 2019, Rio de Janeiro, 2019. Published • 10.1109/ipdpsw.2019.00058 Alves, Tiago A. O.; França, Felipe M. G.; Kundu, Sandip. "MLPrivacyGuard: Defeating Confidence Information based Model Inversion Attacks on Machine Learning Systems". Paper presented in Great Lakes Symposium on VLSI, Tysons Corner, 2019. Published • 10.1145/3299874.3319457 Paillard, Gabriel; Franca, Felipe M. G.; Lavault, Christian. "A Distributed Wheel Sieve Algorithm". Paper presented in MPP 2019, Rio de Janeiro, 2019. Published • 10.1109/ipdpsw.2019.00107 Santiago de Araujo, Leandro; da Cruz Ferreira, Victor; Figueiroa Goldstein, Brunno; Solon Nery, Alexandre; Augusto Justen Marzulo, Leandro; Kundu, Sandip; Maia Galvao Franca, Felipe. "Hardware-Accelerated Similarity Search with Multi-Index Hashing". Paper presented in 2019 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech), 2019. Published • 10.1109/dasc/picom/cbdcom/cyberscitech.2019.00138 Santiago de Araujo, Leandro; Patil, Vinay C.; Augusto Justen Marzulo, Leandro; Maia Galvao Franca, Felipe; Kundu, Sandip. "Efficient Testing of Physically Unclonable Functions for Uniqueness". Paper presented in 2019 IEEE 28th Asian Test Symposium (ATS), Kolkata, 2019. Published • 10.1109/ats47505.2019.00022 Santiago, L.; Verona, L.; Rangel, F.; Firmino, F.; Menasche, D.S.; Caarls, W.; Breternitz, M.; et al. "Memory efficient weightless neural network using bloom filter". Paper presented in ESANN 2019, Bruges, 2019. Lusquino Filho, L.A.D.; Oliveira, L.F.R.; Filho, A.L.; Guarisa, G.P.; Lima, P.M.V.; França, F.M.G.. "Prediction of palm oil production with an enhanced n-tuple regression network". Paper presented in ESANN 2019, 2019. Published Ferreira, Victor C.; Nery, Alexandre S.; Marzulo, Leandro A. J.; Santiago, Leandro; Souza, Diego; Goldstein, Brunno F.; Franca, Felipe M. G.; Alves, Vladimir. "A Feasible FPGA Weightless Neural Accelerator". Paper presented in 2019 IEEE International Symposium on Circuits and Systems (ISCAS), Sapporo, 2019. Published • 10.1109/iscas.2019.8702797 Mello, Rui R.; Araujo, Leandro S.; Alves, Tiago A.O.; Marzulo, Leandro A.J.; Paillard, Gabriel A.L.; Franca, Felipe M.G.. "Exploring the Equivalence between Dynamic Dataflow Model and Gamma - General Abstract Model for Multiset mAnipulation". Paper presented in MPP 2019, 2019. Published • 10.1109/ipdpsw.2019.00133 Garcia Sampaio, Rafaela Aparecida; Lopes e Silva, Fabricio; de Souza de Carvalho, Cristiano; Barreto Haddad, Diego; Mattos Araujo, Gabriel; M. G. Franca, Felipe. "A Novel Sequential Activation Method for the Locomotion of Quadrupedal Soft Robots". Paper presented in 2019 Latin American Robotics Symposium (LARS), 2019 Brazilian Symposium on Robotics (SBR) and 2019 Workshop on Robotics in Education (WRE), Rio Grande, 2019. Published • 10.1109/lars-sbr-wre48964.2019.00075 Marzulo, Leandro A. J.; Franca, Felipe M. G.. "Introduction to MPP 2019". Paper presented in MPP 2019, 2019. Published • 10.1109/ipdpsw.2019.00131 Pontes Cotta, Kleyton; Sena Ferreira, Raul; M. G. Franca, Felipe. "Weightless Neural Network WiSARD Applied to Online Recommender Systems". Paper presented in 2018 7th Brazilian Conference on Intelligent Systems (BRACIS), São Paulo, 2018. Published • 10.1109/bracis.2018.00067 Ferreira, Victor C.; Nery, Alexandre S.; Franca, Felipe M.G.. "A Smart Disk for In-Situ Face Recognition". Paper presented in MPP 2018, 2018. Published • 10.1109/ipdpsw.2018.00193 Lusquino Filho, L.A.D.; França, F.M.G.; Lima, P.M.V.. "Near-optimal facial emotion classification using a WiSARD-based weightless system". Paper presented in ESANN 2018, Bruges, 2018. Published Marzulo, Leandro A. J.; Franca, Felipe M. G.; Bentes, Cristiana; Mencagli, Gabriele. "Introduction to MPP 2018". Vancouver, 2018. Published • 10.1109/ipdpsw.2018.00190 Barbosa, R.; Cardoso, D.O.; Carvalho, D.; França, F.M.G.. "A neuro-symbolic approach to GPS trajectory classification". Paper presented in ESANN 2017, Bruges, 2017. Published Rocha, Marcos P.; Franca, Felipe M.G.; Nery, Alexandre S.; Guedes, Leandro S.. "Dataflow Programming for Stream Processing". Paper presented in 2017 International Symposium on Computer Architecture and High Performance Computing Workshops (SBAC-PADW), Campinas, 2017. Published • 10.1109/sbac-padw.2017.26 Oliveira, L.F.R.; França, F.M.G.. "ELM vs. WiSARD: A performance comparison". Paper presented in ESANN 2017, Bruges, 2017. Published França, F.M.G.; Marzulo, L.A.J.; Bentes, C.B.; Mencagli, G.; Alves, V.. "Message from the MPP 2017 Chair". Paper presented in MPP 2017, Campinas, 2017. Published • 10.1109/sbac-padw.2017.7 Carvalho, Caio B.G.; Ferreira, Victor C.; Franca, Felipe M.G.; Bentes, Cristiana; Alves, Tiago A.O.; Sena, Alexandre C.; Marzulo, Leandro A.J.. "Towards a Dataflow Runtime Environment for Edge, Fog and In-Situ Computing". Paper presented in MPP 2017, Campinas, 2017. Published • 10.1109/sbac-padw.2017.28 Alves, Tiago A. O.; Kundu, Sandip; Marzulo, Leandro A. J.; Franca, Felipe M. G.. "A resilient scheduler for dataflow execution". Paper presented in IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFT), 2017. Published • 10.1109/dft.2017.8244460 Santiago, Leandro; Patil, Vinay C.; Prado, Charles B.; Alves, Tiago A. O.; Marzulo, Leandro A. J.; Franca, Felipe M. G.; Kundu, Sandip. "Realizing strong PUF from weak PUF via neural computing". Paper presented in 2017 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFT), Cambridge, 2017. Published • 10.1109/dft.2017.8244433 Barbastefano, Rafael; França, Felipe M. G.; Carvalho, Diego. "IDENTIFICAÇÃO DE ESTRANGULAMENTOS NA MOBILIDADE URBANA COM O USO DO GPS NO ÔNIBUS". Paper presented in XXXVII ENCONTRO NACIONAL DE ENGENHARIA DE PRODUCAO, Joinville, 2017. Published Marzulo, L.A.J.; França, F.M.G.; Araújo, G.; Putnam, A.. "Message from the MPP 2016 Workshop Chairs". Paper presented in MPP 2016 International Symposium on Computer Architecture and High Performance Computing Workshops (SBAC-PADW), Los Angeles, 2016. Published • 10.1109/sbac-padw.2016.5 Goncalves, Fabricio B.; Franca, Felipe M. G.; de Amorim, Claudio L.. "Interest-centric vehicular ad hoc network". Paper presented in IEEE 12th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob), New York, 2016. Published • 10.1109/wimob.2016.7763222 Nery, Alexandre S.; Nedjah, Nadia; Franca, Felipe M.G.. "A parallel architecture for Ray-Tracing". Paper presented in 2010 First IEEE Latin American Symposium on Circuits and Systems (LASCAS), 2016. Published • 10.1109/lascas.2010.7410224 Cardoso, Douglas O.; França, Felipe; Gama, João. "Clustering data streams using a forgetful neural model". Paper presented in 31st Annual ACM Symposium on Applied Computing, 2016. Published • 10.1145/2851613.2851889 Goldstein, Brunno F.; Franca, Felipe M.G.; Marzulo, Leandro A.J.; Alves, Tiago A.O.. "Exploiting Parallelism in Linear Algebra Kernels through Dataflow Execution". Paper presented in MPP 2016, Los Angeles, 2016. Published • 10.1109/sbac-padw.2015.21 De Moura, Rodrigo C.; Torres, Giovane O.; Pilla, Mauricio L.; Pilla, Laercio L.; Da Costa, Amarildo T.; Franca, Felipe M.G.. "Value Reuse Potential in ARM Architectures". Paper presented in SBAC-PAD 2016, Los Angeles, 2016. Published • 10.1109/sbac-pad.2016.30 Mello, Rui R.; de Almeida, Rubens H. P.; Franca, Felipe M.G.; Paillard, Gabriel A.L.. "A Parallel Implementation of Data Fusion Algorithm Using Gamma". Paper presented in MPP 2015, Florianópolis, 2016. Published • 10.1109/sbac-padw.2015.25 de Almeida, Rubens H. P.; Mello, Rui R.; Paillard, Gabriel A. L.; França, Felipe M. G.. "A GPU-based implementation for the gamma multiset rewriting paradigm". Paper presented in 31st Annual ACM Symposium on Applied Computing, Pisa, 2016. Published • 10.1145/2851613.2851719 Gonçalves, Fabrício B.; França, Felipe M. G.; de Amorim, Claudio L.. "Rede Ad Hoc Veicular Centrada em Interesses". Paper presented in Workshop de Redes P2P, Dinâmicas, Sociais e Orientadas a Conteúdo, Salvador, 2016. Published Silva, Rafael J.N.; Goldstein, Brunno; Santiago, Leandro; Sena, Alexandre C.; Marzulo, Leandro A.J.; Alves, Tiago A.O.; Franca, Felipe M.G.. "Task Scheduling in Sucuri Dataflow Library". Paper presented in MPP 2016, Los Angeles, 2016. Published • 10.1109/sbac-padw.2016.15 Sena, Alexandre C.; Vaz, Eduardo S.; Franca, Felipe M.G.; Marzulo, Leandro A.J.; Alves, Tiago A.O.. "Graph Templates for Dataflow Programming". Paper presented in 2015 International Symposium on Computer Architecture and High Performance Computing Workshop (SBAC-PADW), Florianópolis, 2015. Published • 10.1109/sbac-padw.2015.20 Do Nascimento, D.N.; De Carvalho, R.L.; Mora-Camino, F.; Lima, P.V.M.; França, F.M.G.. "A WiSARD-based multi-term memory framework for online tracking of objects". Paper presented in ESANN 2015, Bruges, 2015. Published De Souza, Diego F. P.; Franca, Felipe M.G.; Lima, Priscila M.V.. "Real-Time Music Tracking Based on a Weightless Neural Network". Paper presented in 2015 Ninth International Conference on Complex, Intelligent, and Software Intensive Systems, Blumenau, 2015. Published • 10.1109/cisis.2015.84 de Aguiar, Kleber; Franca, Felipe M. G.; Barbosa, Valmir C.; Teixeira, Cesar A. D.. "Early detection of epilepsy seizures based on a weightless neural network". Paper presented in 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Milano, 2015. Published • 10.1109/embc.2015.7319387 Cardoso, Douglas O.; Franca, Felipe; Gama, Joao. "A bounded neural network for open set recognition". Paper presented in IJCNN 2015, Killarney, 2015. Published • 10.1109/ijcnn.2015.7280680 Alves, Tiago A. O.; Kundu, Sandip; Marzulo, Leandro A. J.; Franca, Felipe M. G.. "Online error detection and recovery in dataflow execution". Paper presented in IEEE 20th International On-Line Testing Symposium (IOLTS), Platja d'Aro, 2014. Published • 10.1109/iolts.2014.6873679 Souza, Diego Fonseca Pereira de; Franca, Felipe Maia Galvao; Lima, Priscila Machado Vieira. "Spatio-temporal Pattern Classification with KernelCanvas and WiSARD". Paper presented in 2014 Brazilian Conference on Intelligent Systems, 2014. Published • 10.1109/bracis.2014.49 Santiago, Leandro; Marzulo, Leandro A.J.; Goldstein, Brunno F.; Alves, Tiago A.O.; Franca, Felipe M.G.. "Stack-Tagged Dataflow". Paper presented in MPP 2014, Paris, 2014. Published • 10.1109/sbac-padw.2014.21 Alves, Tiago A.O.; Goldstein, Brunno F.; Franca, Felipe M.G.; Marzulo, Leandro A.J.. "A Minimalistic Dataflow Programming Library for Python". Paper presented in MPP 2014 International Symposium on Computer Architecture and High Performance Computing Workshop, Paris, 2014. Published • 10.1109/sbac-padw.2014.20 Nery, Alexandre S.; Nedjah, Nadia; Franca, Felipe M. G.; Jozwiak, Lech; Corporaal, Henk. "A framework for automatic custom instruction identification on multi-issue ASIPs". Paper presented in 12th IEEE International Conference on Industrial Informatics (INDIN), Porto Alegre, 2014. Published • 10.1109/indin.2014.6945551 França, F.M.G.; De Gregorio, M.; Lima, P.M.V.; De Oliveira, W.R.. "Advances in weightless neural systems". Paper presented in ESANN 2014, Bruges, 2014. Published De Carvalho, R.L.; Carvalho, D.S.C.; Mora-Camino, F.; Lima, P.V.M.; França, F.M.G.. "Online tracking of multiple objects using WiSARD". Paper presented in ESANN 2014, Bruges, 2014. Published • 10.13140/2.1.1377.9208 Lima, C.; Brandt, P.; Aguiar, K.; Franca, F.. "Dealing with noise in the robotic planning of collision-free paths". Paper presented in ISCA 29th INTERNATIONAL CONFERENCE ON COMPUTERS AND THEIR APPLICATIONS, Las Vegas, 2014. Published Coutinho, P.V.S.; Carneiro, H.C.C.; Carvalho, D.S.; França, F.M.G.; Paulo V S Coutinho; Hugo C C Carneiro; Danilo S Carvalho; Felipe M G França;. "Extracting rules from DRASiW's "mental images"". Paper presented in ESANN 2014, Bruges, 2014. Published • 10.13140/2.1.4523.6485 Cardoso, D.O.; Carvalho, D.S.; Alves, D.S.F.; Souza, D.F.P.; Carneiro, H.C.C.; Pedreira, C.E.; Lima, P.M.V.; França, F.M.G.. "Credit analysis with a clustering RAM-based neural classifier". Paper presented in ESANN 2014, Bruges, 2014. Published Yang, Zhijun; Rocha, Marlon; Lima, Priscila; Karamanoglu, Mehmet; Franca, Felipe. "A legged central pattern generation model for autonomous gait transition". Paper presented in IJCNN 2014, Beijing, 2014. Published • 10.1109/ijcnn.2014.6889779 Alves, Tiago A. O.; Marzulo, Leandro A. J.; Kundi, Sandip; Franca, Felipe M. G.. "Domino effect protection on dataflow error detection and recovery". Paper presented in 2014 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFT), Amsterdam, 2014. Published • 10.1109/dft.2014.6962087 Carvalho, Danilo Silva de; Franca, Felipe Maia Galvao; Lima, Priscila Machado Vieira. "Extracting Semantic Information from Patent Claims Using Phrasal Structure Annotations". Paper presented in BRACIS 2014, 2014. Published • 10.1109/bracis.2014.17 Nery, Alexandre S.; Nedjah, Nadia; Franca, Felipe M. G.; Jozwiak, Lech; Corporaal, Henk. "Automatic complex instruction identification for efficient application mapping onto ASIPs". Paper presented in 2014 IEEE 5th Latin American Symposium on Circuits and Systems, Santiago, 2014. Published • 10.1109/lascas.2014.6820291 Yang, Z.; Rocha, M.V.; Lima, P.M.V.; Karamanoglu, M.; França, F.M.G.. "Implementing gait pattern control and transition for legged locomotion". Paper presented in IOP Conference Series Materials Science and Engineering, 2014, London, 2014. Published • 10.1088/1757-899X/65/1/012008 França, F.M.G.. "Message from the MPP Workshop Organizers". Paper presented in MPP 2014, Paris, 2014. Published • 10.1109/sbac-padw.2014.34 Faria, Flávio A. R.; França, Felipe M. G.; Loureiro, Antonio Alfredo F.; Ribeiro, Paulo Cezar M.. "Roteamento Ecológico de Veículos Orientado a Ondas Verdes". Paper presented in XII Rio de Transportes, Rio de Janeiro, 2014. Published Gouvêa, Daniel D.; França, Felipe M. G.; Ribeiro, Paulo Cezar M.. "Microssimulação da Zona do Dilema". Paper presented in XII Rio de Transportes, Rio de Janeiro, 2014. Published Alves, Daniel S.F.; Cardoso, Douglas O.; Carneiro, Hugo C.C.; Franca, Felipe M.G.; Lima, Priscila M.V.. "An Empirical Study of the Influence of Data Structures on the Performance of VG-RAM Classifiers". Paper presented in 2013 BRICS Congress on Computational Intelligence and 11th Brazilian Congress on Computational Intelligence, 2013. Published • 10.1109/brics-cci-cbic.2013.71 Souza, Diego F.P. de; Carneiro, Hugo C.C.; Franca, Felipe M.G.; Lima, Priscila M.V.. "Rock-Paper-Scissors WiSARD". Paper presented in 2013 BRICS Congress on Computational Intelligence and 11th Brazilian Congress on Computational Intelligence, 2013. Published • 10.1109/brics-cci-cbic.2013.38 Moreira, Rodrigo S.; Ebecken, Nelson F.; Alves, Alexandre S.; Franca, Felipe M.G.. "Tracking Targets in Sea Surface with the WiSARD Weightless Neural Network". Paper presented in 2013 BRICS Congress on Computational Intelligence and 11th Brazilian Congress on Computational Intelligence, Porto de Galinhas, 2013. Published • 10.1109/brics-cci-cbic.2013.36 Rafael L Carvalho; Lunlong Zhong; Felipe M G França; Felix Mora-Camino;. "Dynamic Placement with Connectivity for RSNs based on a Primal-Dual Neural Network". Paper presented in ESANN 2013, 2013. Published • 10.13140/2.1.1799.8085 Carvalho, D.S.; Carneiro, H.C.C.; França, F.M.G.; Lima, P.M.V.. "B-bleaching: Agile overtraining avoidance in the WiSARD weightless neural classifier". Paper presented in ESANN 2013, Bruges, 2013. Published Cardoso, D.O.; Gama, J.; De Gregorio, M.; França, F.M.G.; Giordano, M.; Lima, P.M.V.. "WIPS: The WiSARD indoor positioning system". Paper presented in ESANN 2013, Bruges, 2013. Published Vidal, Fábio Silveira; Carneiro, Hugo C. C.; Rosa, Paulo Fernando Ferreira; França, Felipe M. G.. "Identificação de emoções a partir de expressões faciais com redes neurais sem peso". Paper presented in Simpósio Brasileiro de Automação Inteligente, Fortaleza, 2013. Published Silva Junior, Luneque; Nedjah, Nadia; França, Felipe M. G.. "Classificação por Pixels de Imagens de Sensoriamento Remoto empregando Redes Neurais Sem Peso WiSARD". Paper presented in CBIC, Ipojuca, 2013. Published Pinho, Andre C.; Figueiredo, Daniel R.; Franca, Felipe M. G.. "A robust gradient clock synchronization algorithm for wireless sensor networks". Paper presented in 2012 Fourth International Conference on Communication Systems and Networks (COMSNETS 2012), 2012. Published • 10.1109/comsnets.2012.6151304 Pinto, F.A.N.C.; De Pacheco, W.S.; De Siqueira, R.D.S.; França, F.M.G.. "Comparison between pattern recognition schemes from noise mappings". Paper presented in 19th International Congress on Sound and Vibration, Vilnius, 2012. Published Sardinha, Alexandre; Alves, Tiago A.O.; Marzulo, Leandro A.J.; Franca, Felipe M.G.; Barbosa, Valmir C.; Costa, Vitor Santos. "Scheduling Cyclic Task Graphs with SCC-Map". Paper presented in 2012 Third Workshop on Applications for Multi-Core Architecture, 2012. Published • 10.1109/wamca.2012.8 Souza, C.R.; Nobre, F.F.; Lima, P.V.M.; Silva, R.M.; Brindeiro, R.M.; França, F.M.G.; Felipe M.G. França;. "Recognition of HIV-1 subtypes and antiretroviral drug resistance using weightless neural networks". Paper presented in ESANN 2012, 2012. Published • 10.13140/RG.2.1.3697.6808 Nery, Alexandre S.; Nedjah, Nadia; Franca, Felipe M.G.; Jozwiak, Lech. "A parallel architecture for ray-tracing with an embedded intersection algorithm". Paper presented in 2011 IEEE International Symposium of Circuits and Systems (ISCAS), 2011. Published • 10.1109/iscas.2011.5937857 Nery, Alexandre S.; Nedjah, Nadia; Franca, Felipa M.G.; Jozwiak, Lech. "A Parallel Ray Tracing Architecture Suitable for Application-Specific Hardware and GPGPU Implementations". Paper presented in 2011 14th Euromicro Conference on Digital System Design, 2011. Published • 10.1109/dsd.2011.71 Nery, Alexandre S.; Jozwiak, Lech; Lindwer, Menno; Cocco, Mauro; Nedjah, Nadia; Franca, Felipe M.G.. "Hardware Reuse in Modern Application-Specific Processors and Accelerators". Paper presented in 2011 14th Euromicro Conference on Digital System Design, 2011. Published • 10.1109/dsd.2011.22 Rocha, Marlon Viana; França, Felipe M. G.; Lima, Priscila. "Transições de Ritmos em CPGs Artificiais via Acoplamento Neural Generalizado". Paper presented in X Congresso Brasileiro de Inteligência Computacional, Fortaleza, 2011. Published Carneiro, H.C.C.; França, F.M.G.; Lima, P.M.V.. "WANN-Tagger: A weightless artificial neural network tagger for the portuguese language". Paper presented in International Conference on Neural Computation, 2010, 2010. Published Cardoso, D.O.; Lima, P.M.V.; De Gregorio, M.; Gama, J.; França, F.M.G.. "Clustering data streams with weightless neural networks". Paper presented in ESANN 2011, 2010. Published Franca, Horacio L.; da Silva, Joao Carlos P.; Lengerke, Omar; Dutra, Max S.; De Gregorio, Massimo; Franca, Felipe M. G.. "Movement persuit control of an offshore automated platform via a RAM-based neural network". Paper presented in 2010 11th International Conference on Control Automation Robotics & Vision, Singapore, 2010. Published • 10.1109/icarcv.2010.5707913 Bandeira, Lawrence C.; Franca, Horacio L.; França, Felipe M. G.. "NC-WISARD: Uma interpretação Booleana da arquitetura NEOCOGNITRON". Paper presented in IX Congresso Brasileiro de Redes Neurais/Inteligência Computacional, Ouro Preto, 2010. Published Horácio Lima França; João Carlos Pereira Silva; Omar Lengerke; França, Felipe M. G.; Max S. Dutra. Corresponding author: Horácio Lima França. "Controle de perseguição de movimentos de uma plataforma automatizada para transferência de carga e descarga offshore usando visão artificial". Paper presented in VI Congresso Nacional de Engenharia Mecânica, Campina Grande, 2010. Published Grieco, B.P.A.; Lima, P.M.V.; De Gregorio, M.; França, F.M.G.. "Extracting fuzzy rules from "mental" images generated by modified WiSARD perceptrons". Paper presented in ESANN 2009, 2009. Published Pei, Songwen; Wu, Baifeng; Du, Min; Chen, Gang; Marzulo, Leandro A.J.; Franca, Felipe M.G.. "SpMT WaveCache: Exploiting Thread-Level Parallelism in WaveScalar". Paper presented in 2009 WRI World Congress on Computer Science and Information Engineering, 2009. Published • 10.1109/csie.2009.35 Carlo, Luiz G. L. Moura; Felipe, E. T. Oliveira; França, M. G.. "The Use of Reciprocal Trade as a Model of Sharing Resources in P2P Networks". Paper presented in 2009 Fifth International Conference on Networking and Services, 2009. Published • 10.1109/icns.2009.59 Aleksander, I.; De Gregorio, M.; França, F.M.G.; Lima, P.M.V.; Morton, H.. "A brief introduction to weightless neural systems". Paper presented in ESANN 2009, 2009. Published Nery, Alexandre Solon; Nedjah, Nadia; Franca, Felipe Maia Galvão. "GridRT: A Massively Parallel Architecture for Ray-Tracing Using Uniform Grids". Paper presented in 2009 12th Euromicro Conference on Digital System Design, Architectures, Methods and Tools, 2009. Published • 10.1109/dsd.2009.190 Poudel, Minesh; Kaffa-Jackou, Rakia; França, Felipe M. G.; Mora-Camino, Félix. "Modelling of aircraft emergency evacuation: a multiagent approach". Paper presented in SIMUTOOLS 2009, Rome, 2009. Published • 10.4108/icst.simutools2009.6112 Franca, Horacio L.; da Silva, João Carlos Pereira; Lengerke, Omar; França, Felipe M. G.; Dutra, Max S.. "UM SISTEMA DE VISÃO ARTIFICIAL PARA O CONTROLE DE PERSEGUIÇÃO DE MOVIMENTO POR UMA PLATAFORMA STEWART". Paper presented in 2 Congreso Internacional de Ingeniería Mecatrónica UNAB, Bucaramanga, 2009. Published A. O. Alves, Tiago; A. J. Marzulo, Leandro; França, Felipe M. G.; Santos Costa, Vítor. "Trebuchet: Explorando TLP com Virtualização DataFlow". Paper presented in X Simpósio Brasileiro em Sistemas Computacionais, São Paulo, 2009. Published Lengerke, Omar; Vieira, Abrahão Campos Moutinho; Dutra, Max S.; Castro Pinto, Fernando Augusto de Noronha; França, Felipe M. G.. "TRAJECTORIES AND SIMULATION MODEL OF AGVs WITH TRAILERS". Paper presented in 20th International Congress of Mechanical Engineering, Gramado, 2009. Published Braga, R.R.; Yang, Z.; França, F.M.G.. "Implementing an artificial centipede CPG - Integrating appendicular and axial movements of the scolopendromorph centipede". Paper presented in International Conference on Bio-inspired Systems and Signal Processing, 2008, Funchal, 2008. Published Kopiler, Alberto Arkader; Dutra, In; Fran, Felipe Maia Galvao. "Personal Autonomic Desktop Manager with a Circulatory Computing Approach". Paper presented in Fifth IEEE Workshop on Engineering of Autonomic and Autonomous Systems (ease 2008), Belfast, 2008. Published • 10.1109/ease.2008.20 Prado, Charles B.; França, Felipe M. G.; Diacovo, Ramon; Lima, Priscila M. V.. "The Influence of Order on a Large Bag of Words". Paper presented in 2008 Eighth International Conference on Intelligent Systems Design and Applications, Kaohsiung, 2008. Published • 10.1109/isda.2008.299 Marzulo, Leandro A.J.; Franca, Felipe M.G.; Costa, Vítor Santos. "Transactional WaveCache: Towards Speculative and Out-of-Order DataFlow Execution of Memory Operations". Paper presented in 2008 20th International Symposium on Computer Architecture and High Performance Computing, Campo Grande, 2008. Published • 10.1109/sbac-pad.2008.29 Justen Marzulo, Leandro Augusto; Flesch, Fabio H.; Nery, Alexandre Solon; França, Felipe M. G.; Fernandes, Edil S.T.. "FlowPGA: DataFlow de Aplicações em FPGA". Paper presented in IX Simpósio em Sistemas Computacionais, Campo Grande, 2008. Published Rodrigues Pereira, Marluce; Kayser Vargas, Patricia; de Castro, Maria Clicia Stelling; França, Felipe; de Castro Dutra, Inas. "Automatic Constraint Partitioning to Speed Up CLP Execution". Paper presented in 19th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD'07), Gramado, 2007. 10.1109/sbac-pad.2007.29 de Oliveira, Carlo E.T.; Castro, Livia M.; Moura, Luiz G.L.; Franca, Felipe M.G.. "Pyndorama, Integrating Web Learning System in a Single Application". Paper presented in Second International Conference on Internet and Web Applications and Services (ICIW'07), Morne, 2007. Published • 10.1109/iciw.2007.49 Goncalves, Fabricio B.; Oliveira, Carlo E.T.; Silva, Izalmo; Moura, Luiz G.L.; Franca, Felipe M.G.. "A Software Architecture for the Provisioning of Mobile Services in Peer-to-Peer Environments". Paper presented in Second International Conference on Internet and Web Applications and Services (ICIW'07), Morne, 2007. Published • 10.1109/iciw.2007.10 do Prado, Charles B.; Franca, Felipe M. G.; Costa, Eduardo; Vasconcelos, Luiz. "A new intelligent systems approach to 3D animation in television". Paper presented in Proceedings of the 6th ACM international conference on Image and video retrieval - CIVR '07, Amsterdam, 2007. Published • 10.1145/1282280.1282300 Diacovo, Ramon; França, Felipe M. G.; Lima, Priscila. "Generation Expansion Planning as Particle Swarm Optimization with Gridified SATyrus". Paper presented in Third EELA Conference, Catania, 2007. Barbastefano, Rafael; Carvalho, Diego; Flexa, Raquel; França, Felipe M. G.. "EELA infrastructure: a governance case". Paper presented in Third EELA Conference, Catania, 2007. Published Bello, Pedro Henrique Rausch; Carvalho, Diego; Duarte, Alexandre; França, Felipe M. G.; Diacovo, Ramon; Hamar, Vanessa. "EELA Grid infrastructure MPI support, a success case". Paper presented in Third EELA Conference, Catania, 2007. Published Pilla, Mauricio L.; Childers, Bruce R.; Da Costa, Amarildo T.; G. Franca, Felipe M.; A. Navaux, Philippe O.. "A Speculative Trace Reuse Architecture with Reduced Hardware Requirements". Paper presented in 2006 18th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD'06), Ouro Preto, 2006. Published • 10.1109/sbac-pad.2006.7 Cassia, R.; França, F.; Alves, V.. "Synchronous to asynchronous conversion of digital circuits". Paper presented in IEEE PhD Research on Microelectronis and Electronics, Otranto, 2006. Published Gabriel Paillard, Christian Lavault. "A Distributed Prime Sieving Algorithm based on Scheduling by Multiple Edge Reversal". Paper presented in The 4th International Symposium on Parallel and Distributed Computing (ISPDC'05), Lille, 2005. Published • 10.1109/ispdc.2005.5 Carvalho, D.; Protti, F.; De Gregorio, M.; França, F.M.G.. "A novel distributed scheduling algorithm for resource sharing under near-heavy load". Paper presented in OPODIS 2005, 2005. Published Lima, P.M.V.; Morveli-Espinoza, M.M.; Pereira, G.C.; Franga, F.M.G.. "SATyrus: a SAT-based neuro-symbolic architecture for constraint processing". Paper presented in Fifth International Conference on Hybrid Intelligent Systems (HIS'05), Rio de Janeiro, 2005. Published • 10.1109/ichis.2005.97 Silva, Bruno Rodrigues; Abreu, Eduardo Melione; França, Felipe M. G.; Beck Filho, Antonio Carlos Schneider; Carro, Luigi. "JDTM – Memorização e reuso dinâmico de traços em uma arquitetura de processador Java". Paper presented in VI Workshop em Sistemas Computacionais de Alto Desempenho, Rio de Janeiro, 2005. Published Pilla, M.L.; Navaux, P.O.A.; Childers, B.R.; da Costa, A.T.; Franca, F.M.G.. "Value Predictors for Reuse through Speculation on Traces". Paper presented in 16th Symposium on Computer Architecture and High Performance Computing, Foz do Iguaçu, 2004. Published • 10.1109/sbac-pad.2004.42 Pereira, Felipe C.; Lourenço, Fábio C.; Schmitz, Eber Assis; França, Felipe M. G.. "Uma Arquitetura XML para Computação Voluntária P2P". Paper presented in Quinto Workshop em Sistemas Computacionais de Alto Desempenho, Foz do Iguaçú, 2004. Published Lourenço, Fábio C.; Pereira, Felipe C.; Schmitz, Eber Assis; França, Felipe M. G.. "Uma Abordagem Branch and Bound para o RCPSP em um Ambiente de Computação Colaborativa". Paper presented in XII Congreso Latino-Iberoamericano de Investigación de Operaciones y Sistemas, Havana, 2004. Published Maltar, L.; Granja, Edson do Prado; França, Felipe M. G.; de Amorim, Cláudio Luis. "Proposta de uma nova arquitetura de multiplicadores modulares baseada em FPGAs". Paper presented in Simpósio Latino Americano em Aplicações de Lógica Programável e Processadores Digitais de Sinais em Processamento de Vídeo, Visão Computacional e Robótica, São Carlos, 2004. Published Santos, Ana Luísa de Araujo; Carvalho, Diego; França, Felipe M. G.. "Implementação e Avaliação de um Modelo de Mercado Imperfeito em Computação Paralela". Paper presented in Semana da Eletrônica UFRJ 2004, Rio de Janeiro, 2004. Published Marques, Roberto F. L.; França, Felipe M. G.; Santos Costa, Vítor. "Execution Context Migration with ZOS". Paper presented in IV Simpósio de Desenvolvimento e Manutenção de Software da Marinha, Rio de Janeiro, 2004. Published Pereira, M.R.; Vargas, P.K.; Franca, F.M.G.; de Castro, M.C.S.; de Castro Dutra, I.. "Applying scheduling by edge reversal to constraint partitioning". Paper presented in Proceedings. 15th Symposium on Computer Architecture and High Performance Computing, São Paulo, 2003. Published • 10.1109/cahpc.2003.1250331 Pilla, M.L.; Navaux, P.O.A.; da Costa, A.T.; Franca, F.M.G.; Childers, B.R.; Soffa, M.L.. "The limits of speculative trace reuse on deeply pipelined processors". Paper presented in Proceedings. 15th Symposium on Computer Architecture and High Performance Computing, São Paulo, 2003. Published • 10.1109/cahpc.2003.1250319 Ferreira, Tadeu N.; Diniz, Paulo S. R.; França, Felipe M. G.. "Implementação Distribuída de Bancos de Filtros FIR Utilizando MPI". Paper presented in I Semana da Eletrônica - UFRJ, Rio de Janeiro, 2003. Published Wickert, I.; Franca, F.M.G.. "Validating an unsupervised weightless perceptron". Paper presented in Proceedings of the 9th International Conference on Neural Information Processing, 2002. ICONIP '02., 2002. Published • 10.1109/iconip.2002.1198114 Wickert, I.; França, Felipe M. G.. "Um Estudo de Classificação de Espectros de Fourier Usando a Rede Neural Sem-Pesos AUTOWISARD". Paper presented in II Workshop em Acústica Submarina, Rio de Janeiro, 2002. Published Vieira, Antônio Carlos Castañon; Salomão, Sergio C.; França, Felipe M. G.; Pinho, André da Costa. "GODZUK Criptographic Algorithm for 3rd Generation Mobile Systems". Paper presented in IEEE International Telecommunications Symposium, Natal, 2002. Published Arantes Jr, Gladstone M.; França, Felipe M. G.; Martinhon, Carlos A.. "Algoritmos randômicos para a geração de orientações acíclicas em sistemas distribuídos". Paper presented in XXXIV Simpósio Brasileiro de Pesquisa Operacional, Rio de Janeiro, 2002. Published Paillard, G.A.L.; Franca, F.M.G.; Filho, J.A.M.. "A distributed implementation of Structured Gamma". Paper presented in The International Conference on Parallel And Distributed SystemsInternational Conference on Parallel And Distributed Systems, 2001. Published • 10.1109/icpads.2001.934852 França, Felipe M. G.; Paillard, Gabriel A. L.; Muylaert Filho, Juarez A.. "Uma Proposta de um Escalonador para Gamma". Paper presented in II Workshop em Sistemas Computacionais de Alto Desempenho (em conjunto com o SBAC-PAD'2001), Pirenópolis, 2001. Published Yang, Zhijun; Lu, Weiping; Harrison, Robert G.; França, Felipe M. G.. "Modeling biological rhythmic patterns using asymmetric Hopfield neural networks". Paper presented in International Conference on Engineering Applications of Neural Networks, Cagliari, 2001. Published Arantes Jr, Gladstone M.; França, Felipe M. G.. "Geração Quase-Instantânea de Orientações Acíclicas em Sistemas Distribuídos Anônimos". Paper presented in II Workshop em Sistemas Computacionais de Alto Desempenho (em conjunto com o SBAC-PAD'2001), Pirenópolis, 2001. Published da Costa, Amarildo T.; França, Felipe M. G.; Chaves Filho, Eliseu Monteiro. "Avaliando DTM em Arquiteturas Superescalares Configuradas com Diferentes Larguras". Paper presented in II Workshop em Sistemas Computacionais de Alto Desempenho (em conjunto com o SBAC-PAD'2001), Pirenópolis, 2001. Published da Costa, A.T.; Franca, F.M.G.; Filho, E.M.C.. "The dynamic trace memoization reuse technique". Paper presented in PACT 2000, Philadelphia, 2000. Published • 10.1109/pact.2000.888334 Salomao, S.L.C.; de Alcantara, J.M.S.; Alves, V.C.; Franca, F.M.G.. "Improved IDEA". Paper presented in Proceedings 13th Symposium on Integrated Circuits and Systems Design, Manaus, 2000. Published • 10.1109/sbcci.2000.876007 Felipe, M.G.; Yang, F.; Yang, Z.. "Building artificial CPGs with asymmetric Hopfield networks". Paper presented in IJCNN 2000, Como, 2000. Published • 10.1109/ijcnn.2000.860787 do Prado, C.B.; Diniz, P.S.R.; Franca, F.M.G.. "Implementation of overlapped block filtering using scheduling by edge reversal". Paper presented in ISCAS 2000. 2000 IEEE International Symposium on Circuits and Systems. Emerging Technologies for the 21st Century., Geneva, 2000. Published • 10.1109/iscas.2000.857372 da Costa, Amarildo T.; França, Felipe M. G.; Chaves Filho, Eliseu Monteiro. "Exploiting Reuse with Dynamic Trace Memoization: Evaluating Architectural Issues". Paper presented in 12th Brazilian Symposium on Computer Architecture - SBAC/PAD'2000, São Pedro, 2000. Published Calabrese, Antonio; França, Felipe M. G.. "Distributed Computing on Neighbourood Constrained Systems". Paper presented in 3rd International Conference on Principles of Distributed Systems. OPODIS 99, Hanoi, 1999. Published Maltar, L.; Franca, F.M.G.; Alves, V.C.; Amorim, C.L.. "An FPGA-based fan beam image reconstruction module". Paper presented in Seventh Annual IEEE Symposium on Field-Programmable Custom Computing Machines, Napa Valley, 1999. Published • 10.1109/fpga.1999.803711 Alcântara, João M. S.; Salomão, Sergio C.; Granja, Edson do Prado; Alves, Vladimir C.; França, Felipe M. G.. "Synchronous to Asynchronous Conversion - A Case Study: The Blowfish Algorithm Implementation". Paper presented in X IFIP International Conference on VLSI, Lisboa, 1999. Published Yang, Zhijun; França, Felipe M. G.. "Generating arbitrary rhythymic patterns with purely inhibitory neural networks". Paper presented in European Symposium on Artificial Neural Networks 1998, Bruges, 1998. Published Franca, F.M.G.; Alves, V.C.; Granja, E.P.. "Edge reversal-based asynchronous timing synthesis". Paper presented in IEEE International Symposium on Circuits and Systems 1998, Monterrey, 1998. Published • 10.1109/iscas.1998.706818 Alves, V.C.; Franca, F.M.G.; Granja, E.P.. "A BIST scheme for asynchronous logic". Paper presented in Seventh Asian Test Symposium (ATS'98), Singapore, 1998. Published • 10.1109/ats.1998.741575 Maltar, L.; Franca, F.M.G.; Alves, V.C.; Amorim, C.L.. "Reconfigurable hardware for tomographic processing". Paper presented in Proceedings. XI Brazilian Symposium on Integrated Circuit Design (Cat. No.98EX216), Armação de Búzios, 1998. Published • 10.1109/sbcci.1998.715403 Soares, Cíntia M.; Fróes da Silva, Cassiano L.; De Gregorio, Massimo; França, Felipe M. G.. "Uma Implementação em Software do Classificador WISARD". Paper presented in V Simpósio Brasileiro de Redes Neurais, Belo Horizonte, 1998. Published Ferreira, Victor M. Goulart; França, Felipe M. G.. "Weightless implementations of weighted neural networks". Paper presented in IV Simpósio Brasileiro de Redes Neurais, Goiânia, 1997. Published Ferreira, Victor M. Goulart; França, Felipe M. G.. "Weightless circuit synthesis of weighted ANNs". Paper presented in Workshop em Inteligência Computacional: Projetos ICOM e IPAC, Protem III-CC, CNPq, Rio de Janeiro, 1997. Published França, Felipe M. G.; Alves, Vladimir C.; Granja, Edson P.. "A multi-phase asynchronous timing scheme". Paper presented in X SBCCI - Simpósio Brasileiro de Concepção de Circuitos Integrados, Gramado, 1997. Published França, Felipe M. G.. "A hybrid natural language understanding system driven by a single neural-based distributed dynamics". Paper presented in III Congresso Brasileiro de Redes Neurais, Florianópolis, 1997. Published Domingues, Guilherme de Melo Baptista; França, Felipe M. G.. "Uma arquitetura paralela e distribuída baseada em ERAH para treinamento backpropagation". Paper presented in II Congresso Brasileiro de Redes Neurais, Curitiba, 1995. Published França, Felipe M. G.. "Scheduling weightless systems with self-timed Boolean networks". Paper presented in Weightless Neural Networks Workshop, York, 1993. Published França, Felipe M. G.; Fernandes, Edil S.T. "Processadores Bipartidos: Aspectos de Projeto". Paper presented in SBAC - I Simpósio Brasileiro de Arquitetura de Computadores/Processamento Paralelo-SBC, Gramado, 1987. Published De Souza, Alberto Ferreira; França, Felipe M. G.; Fernandes, Edil S.T. "Laboratório de Ensino e Pesquisa em Microprogramação". Paper presented in I Seminário Nacional sobre Manutenção de Equipamentos de Ensino e Pesquisa, Rio de Janeiro, 1987. Published Franca, F. M G; Vasconcelos, N. Q.; Fernandes, E. S T. "Design and realization of MLM: a multilingual machine". Paper presented in 19th Annual Workshop on Microprogramming - ACM-SIGMICRO/IEEE, New York, 1986. Published • 10.1145/19551.19545 França, Felipe M. G.. "Máquina de Pilha VLSI: Uma Arquitetura Bipartida". Paper presented in VI Congresso da SBC, Olinda, 1986. Published Fernandes, Edil S.T; França, Felipe M. G.. "Em Direção a uma Máquina EDISON em LSI". Paper presented in SBCCI - Symposium on Integrated Circuits and Systems Design, Porto Alegre, 1983. Published OLIVEIRA, Carlo Emmanoel T.; França, Felipe M. G.; Barbosa, Mario Afonso S.. "Um Monitor Gráfico a Cores". Paper presented in II Congresso da SBC, Ouro Preto, 1982. Published
Conference poster	Miranda, Igor D. S.; Arora, Aman; Susskind, Zachary; Souza, Josias S. A.; Jadhao, Mugdha P.; Villon, Luis A. Q.; Dutra, Diego L. C.; et al. "COIN: Combinational Intelligent Networks". Paper presented in 34th IEEE International Conference on Application-specific Systems, Architectures and Processors, 2023. 10.1109/asap57973.2023.00016
Journal article	do Nascimento, Daniel N.; França, Felipe M. G.. "Object modeling through weightless tracking". Neural Computing and Applications 36 17 (2024): 10257-10278. http://dx.doi.org/10.1007/s00521-024-09601-5. Published • 10.1007/s00521-024-09601-5 de Almeida Xavier, Victor; França, Felipe M.G.; Lima, Priscila M.V.. "Emissions Reporting Maturity Model: supporting cities to leverage emissions-related processes through performance indicators and artificial intelligence". RAIRO - Operations Research 58 2 (2024): 1401-1428. http://dx.doi.org/10.1051/ro/2024016. Open access • Published • 10.1051/ro/2024016 Oliveira, Luiz F. R.; França, Felipe M. G.; Pereira, Wagner C. A.. "A Data-Driven Approach for Estimating Temperature Variations Based on B-mode Ultrasound Images and Changes in Backscattered Energy". Ultrasonic Imaging 46 1 (2024): 3-16. http://dx.doi.org/10.1177/01617346231205810. Published • 10.1177/01617346231205810 Susskind, Zachary; Arora, Aman; Miranda, Igor D. S.; Bacellar, Alan T. L.; Villon, Luis A. Q.; Katopodis, Rafael F.; de Araújo, Leandro S.; et al. "ULEEN: A Novel Architecture for Ultra-low-energy Edge Neural Networks". ACM Transactions on Architecture and Code Optimization 20 4 (2023): 1-24. http://dx.doi.org/10.1145/3629522. 10.1145/3629522 Villon, Luis A.Q.; Susskind, Zachary; Bacellar, Alan T.L.; Miranda, Igor D.S.; de Araújo, Leandro S.; Lima, Priscila M.V.; Breternitz, Mauricio; et al. Corresponding author: Villon, Luis A.Q.. "A conditional branch predictor based on weightless neural networks". Neurocomputing 555 (2023): 126637. http://dx.doi.org/10.1016/j.neucom.2023.126637. Published • 10.1016/j.neucom.2023.126637 Katopodis, Rafael F.; Lima, Priscila M.V.; França, Felipe M.G.. "Functional Gradient Descent for n-Tuple Regression". Neurocomputing 500 (2022): 1016-1028. http://dx.doi.org/10.1016/j.neucom.2022.05.114. Published • 10.1016/j.neucom.2022.05.114 Mutz, Filipe; Oliveira-Santos, Thiago; Forechi, Avelino; Komati, Karin S.; Badue, Claudine; França, Felipe M.G.; De Souza, Alberto F.. "What is the Best Grid-Map for Self-Driving Cars Localization? An Evaluation under Diverse Types of Illumination, Traffic, and Environment". Expert Systems with Applications 179 (2021): 115077. http://dx.doi.org/10.1016/j.eswa.2021.115077. Published • 10.1016/j.eswa.2021.115077 Garcia Sampaio, Rafaela Aparecida; e Silva, Fabrício Lopes; de Carvalho, Cristiano de Souza; Araujo, Gabriel Matos; Pinto, Milena Faria; Haddad, Diego Barreto; França, Felipe Maia Galvão. "A Rhythmic Activation Mechanism for Soft Multi-legged Robots". Journal of Intelligent & Robotic Systems 101 4 (2021): http://dx.doi.org/10.1007/s10846-021-01345-x. Published • 10.1007/s10846-021-01345-x Mello, Rui R.; Araújo, Leandro S.; Alves, Tiago A. O.; Marzulo, Leandro A. J.; Paillard, Gabriel A. L.; França, Felipe M. G.. "Gamma — General Abstract Model for Multiset mAnipulation and dynamic dataflow model: An equivalence study". Concurrency and Computation: Practice and Experience (2021): http://dx.doi.org/10.1002/cpe.6176. Published • 10.1002/cpe.6176 Alves, Tiago A. O.; Marzulo, Leandro A. J.; Kundu, Sandip; Franca, Felipe M. G.. "Concurrency Analysis in Dynamic Dataflow Graphs". IEEE Transactions on Emerging Topics in Computing 9 1 (2021): 44-54. http://dx.doi.org/10.1109/tetc.2018.2799078. Published • 10.1109/tetc.2018.2799078 Goldstein, Brunno F.; Patil, Vinay C.; Ferreira, Victor C.; Nery, Alexandre S.; França, Felipe; Kundu, Sandip. "Preventing DNN Model IP Theft via Hardware Obfuscation". IEEE Journal on Emerging and Selected Topics in Circuits and Systems (2021): 267-277. http://dx.doi.org/10.1109/jetcas.2021.3076151. Published • 10.1109/jetcas.2021.3076151 Marciano, Carlos E.; Arantes, Gladstone M.; Lucena, Abilio; Simonetti, Luidi G.; Faria, Luerbio; França, Felipe M. G.. "Optimizing concurrency under Scheduling by Edge Reversal". Networks (2020): http://dx.doi.org/10.1002/net.22014. Published • 10.1002/net.22014 Do, Jaeyoung; Ferreira, Victor C.; Bobarshad, Hossein; Torabzadehkashi, Mahdi; Rezaei, Siavash; Heydarigorji, Ali; Souza, Diego; et al. "Cost-effective, Energy-efficient, and Scalable Storage Computing for Large-scale AI Applications". ACM Transactions on Storage 16 4 (2020): 1-37. http://dx.doi.org/10.1145/3415580. Published • 10.1145/3415580 Santiago, Leandro; Verona, Leticia; Rangel, Fabio; Firmino, Fabrício; Menasché, Daniel S.; Caarls, Wouter; Breternitz Jr, Mauricio; et al. "Weightless Neural Networks as Memory Segmented Bloom Filters". Neurocomputing 416 (2020): 292-304. http://dx.doi.org/10.1016/j.neucom.2020.01.115. Published • 10.1016/j.neucom.2020.01.115 Lusquino Filho, Leopoldo A.D.; Oliveira, Luiz F.R.; Filho, Aluizio Lima; Guarisa, Gabriel P.; Felix, Lucca M.; Lima, Priscila M.V.; França, Felipe M.G.. "Extending the weightless WiSARD classifier for regression". Neurocomputing 416 (2020): 280-291. http://dx.doi.org/10.1016/j.neucom.2019.12.134. Published • 10.1016/j.neucom.2019.12.134 Macedo, E.L.C.; De Oliveira, E.A.R.; Silva, F.H.; Mello, R.R.; França, Felipe M. G.; Delicato, F.C.; De Rezende, J.F.; De Moraes, L.F.M.. "On the security aspects of Internet of Things: A systematic literature review". Journal of Communications and Networks 21 5 (2019): 444-457. http://dx.doi.org/10.1109/jcn.2019.000048. Published • 10.1109/jcn.2019.000048 Santiago de Araújo, Leandro; C. Patil, Vinay; B. Prado, Charles; A. O. Alves, Tiago; A. J. Marzulo, Leandro; M. G. França, Felipe; Kundu, Sandip. "Design of Robust, High-Entropy Strong PUFs via Weightless Neural Network". Journal of Hardware and Systems Security 3 3 (2019): 235-249. http://dx.doi.org/10.1007/s41635-019-00071-z. Published • 10.1007/s41635-019-00071-z Carneiro, Hugo C. C.; Pedreira, Carlos E.; França, Felipe M. G.; Lima, Priscila M. V.. "The Exact VC Dimension of the WiSARD n-Tuple Classifier". Neural Computation 31 1 (2019): 176-207. http://dx.doi.org/10.1162/neco_a_01149. Published • 10.1162/neco_a_01149 Marzulo, Leandro A.J.; Alves, Tiago A.O.; Sena, Alexandre C.; Mencagli, Gabriele; Carvalho, Caio B.G.; Bentes, Cristiana B.; França, Felipe M.G.; Ferreira, Victor C.. "A dataflow runtime environment and static scheduler for edge, fog and in-situ computing". International Journal of Grid and Utility Computing 10 3 (2019): 235. http://dx.doi.org/10.1504/ijguc.2019.10021333. Published • 10.1504/ijguc.2019.10021333 Guedes, Leandro S.; Rocha, Marcos Paulo; França, Felipe M.G.; Nery, Alexandre Solon. "An optimised dataflow engine for GPGPU stream processing". International Journal of Grid and Utility Computing 10 3 (2019): 248. http://dx.doi.org/10.1504/ijguc.2019.10021338. Published • 10.1504/ijguc.2019.10021338 Paillard, Gabriel A. L.; França, Felipe M. G.; Lavault, Christian. "Algoritmos nume ´ricos empregando uma te ´cnica de escalonamento para multigrafos". Revista Sistemas e Mídias Digitais 4 1 (2019): 1-4. https://revistasmd.virtual.ufc.br/arquivos/volume-4/numero-1/rsmd-v4-n1-p4.pdf. Published Simões, Marco; Monteiro, Raquel; Andrade, João; Mouga, Susana; França, Felipe; Oliveira, Guiomar; Carvalho, Paulo; Castelo-Branco, Miguel. "A Novel Biomarker of Compensatory Recruitment of Face Emotional Imagery Networks in Autism Spectrum Disorder". Frontiers in Neuroscience 12 (2018): http://dx.doi.org/10.3389/fnins.2018.00791. Published • 10.3389/fnins.2018.00791 Rouberte, Leandro; Sena, Alexandre C.; Nery, Alexandre S.; Marzulo, Leandro A. J.; Alves, Tiago A. O.; França, Felipe M. G.. "DF-DTM: Dynamic Task Memoization and reuse in dataflow". Concurrency and Computation: Practice and Experience 31 18 (2018): http://dx.doi.org/10.1002/cpe.4937. Published • 10.1002/cpe.4937 Barbosa, Raul; Cardoso, Douglas O.; Carvalho, Diego; França, Felipe M.G.. "Weightless neuro-symbolic GPS trajectory classification". Neurocomputing 298 (2018): 100-108. http://dx.doi.org/10.1016/j.neucom.2017.11.075. Published • 10.1016/j.neucom.2017.11.075 J. Marzulo, Leandro A.; C. Sena, Alexandre; S. Nery, Alexandre; Bentes, Cristiana; M. Coelho, Igor; S. de Castro, Maria Clicia; T. Oliveira, Saulo; A. O. Alves, Tiago; M. G. França, Felipe. "DTM@GPU: Characterizing and evaluating trace redundancy in GPU". Concurrency and Computation: Practice and Experience 31 18 (2018): http://dx.doi.org/10.1002/cpe.4450. Published • 10.1002/cpe.4450 Krawczyk, Marcin; Yang, Zhijun; Gandhi, Vaibhav; Karamanoglu, Mehmet; Franca, Felipe MG; Lima, Priscila MV; Wang, Xiaochen; Geng, Tao. "Wrist Movement Detector for ROS Based Control of the Robotic Hand". Advances in Robotics & Automation 07 01 (2018): http://dx.doi.org/10.4172/2168-9695.1000182. Published • 10.4172/2168-9695.1000182 Cardoso, Douglas O.; Gama, João; França, Felipe M. G.. "Weightless neural networks for open set recognition". Machine Learning 106 9-10 (2017): 1547-1567. http://dx.doi.org/10.1007/s10994-017-5646-4. Published • 10.1007/s10994-017-5646-4 Carneiro, Hugo C.C.; Pedreira, Carlos E.; França, Felipe M.G.; Lima, Priscila M.V.. "A universal multilingual weightless neural network tagger via quantitative linguistics". Neural Networks 91 (2017): 85-101. http://dx.doi.org/10.1016/j.neunet.2017.04.011. Published • 10.1016/j.neunet.2017.04.011 Cardoso, Douglas O.; França, Felipe M. G.; Gama, João. "WCDS: A Two-Phase Weightless Neural System for Data Stream Clustering". New Generation Computing 35 4 (2017): 391-416. http://dx.doi.org/10.1007/s00354-017-0018-y. Published • 10.1007/s00354-017-0018-y Santiago, Leandro; Marzulo, Leandro A.J.; Sena, Alexandre C.; Alves, Tiago A.O.; França, Felipe M.G.. "Optimising loops in dynamic dataflow". IET Circuits, Devices & Systems 11 2 (2017): 113-122. http://dx.doi.org/10.1049/iet-cds.2015.0148. Published • 10.1049/iet-cds.2015.0148 Yang, Zhijun; Zhang, Daqiang; Rocha, Marlon V.; Lima, Priscila M. V.; Karamanoglu, Mehmet; França, Felipe M. G.. "Prescription of rhythmic patterns for legged locomotion". Neural Computing and Applications 28 11 (2016): 3587-3601. http://dx.doi.org/10.1007/s00521-016-2237-4. Published • 10.1007/s00521-016-2237-4 Cardoso, Douglas O.; Carvalho, Danilo S.; Alves, Daniel S.F.; Souza, Diego F.P.; Carneiro, Hugo C.C.; Pedreira, Carlos E.; Lima, Priscila M.V.; França, Felipe M.G.. "Financial credit analysis via a clustering weightless neural classifier". Neurocomputing 183 (2016): 70-78. http://dx.doi.org/10.1016/j.neucom.2015.06.105. Published • 10.1016/j.neucom.2015.06.105 Carvalho, C.S.; Raptopoulos, L.S.C.; Andrade, W.S.; Alves, D.S.F.; Dutra, M.S.; França, F.M.G.. "Extending SMER-based CPGs to accommodate total support phases and kinematics-safe transitions between gait rhythms of hexapod robots". Neurocomputing 170 (2015): 113-127. http://dx.doi.org/10.1016/j.neucom.2015.04.091. Published • 10.1016/j.neucom.2015.04.091 Nery, Alexandre S.; Nedjah, Nadia; França, Felipe M. G.; Józwiak, Lech; Corporaal, Henk. "Automatic complex instruction identification for efficient application mapping onto application-specific instruction set processors". Analog Integrated Circuits and Signal Processing 85 1 (2015): 139-158. http://dx.doi.org/10.1007/s10470-015-0585-0. Published • 10.1007/s10470-015-0585-0 Carneiro, Hugo C.C.; França, Felipe M.G.; Lima, Priscila M.V.. "Multilingual part-of-speech tagging with weightless neural networks". Neural Networks 66 (2015): 11-21. http://dx.doi.org/10.1016/j.neunet.2015.02.012. Published • 10.1016/j.neunet.2015.02.012 Carvalho, Diego; de Souza, Luiz Rossi; Barbastefano, Rafael G.; França, Felipe M. G.. "Stochastic Product-Mix: A Grid Computing Industrial Application". Journal of Grid Computing 13 2 (2015): 293-304. http://dx.doi.org/10.1007/s10723-015-9325-z. Published • 10.1007/s10723-015-9325-z Marzulo, Leandro A.J.; Alves, Tiago A.O.; França, Felipe M.G.; Costa, Vítor Santos. "Couillard: Parallel programming via coarse-grained Data-flow Compilation". Parallel Computing 40 10 (2014): 661-680. http://dx.doi.org/10.1016/j.parco.2014.10.002. Published • 10.1016/j.parco.2014.10.002 Xavier, Vinicius L.; França, Felipe M. G.; Xavier, Adilson E.; Lima, Priscila M. V.. "A hyperbolic smoothing approach to the Multisource Weber problem". Journal of Global Optimization 60 1 (2014): 49-58. http://dx.doi.org/10.1007/s10898-014-0160-8. Published • 10.1007/s10898-014-0160-8 Nery, Alexandre S.; Nedjah, Nadia; França, Felipe M.G.; Józwiak, Lech. "Parallel processing of intersections for ray-tracing in application-specific processors and GPGPUs". Microprocessors and Microsystems 37 6-7 (2013): 739-749. http://dx.doi.org/10.1016/j.micpro.2012.06.006. Published • 10.1016/j.micpro.2012.06.006 Nery, Alexandre S.; Józwiak, Lech; Lindwer, Menno; Cocco, Mauro; Nedjah, Nadia; França, Felipe M.G.. "Hardware reuse in modern application-specific processors and accelerators". Microprocessors and Microsystems 37 6-7 (2013): 684-692. http://dx.doi.org/10.1016/j.micpro.2012.06.005. Published • 10.1016/j.micpro.2012.06.005 Nery, Alexandre S.; Nedjah, Nadia; França, Felipe M.G.. "Efficient hardware implementation of Ray Tracing based on an embedded software for intersection computation". Journal of Systems Architecture 59 3 (2013): 176-185. http://dx.doi.org/10.1016/j.sysarc.2011.03.004. Published • 10.1016/j.sysarc.2011.03.004 Borges, Diogo; Perez-Riverol, Yasset; Nogueira, Fabio C. S.; Domont, Gilberto B.; Noda, Jesus; da Veiga Leprevost, Felipe; Besada, Vladimir; et al. "Effectively addressing complex proteomic search spaces with peptide spectrum matching". Bioinformatics 29 10 (2013): 1343-1344. http://dx.doi.org/10.1093/bioinformatics/btt106. Published • 10.1093/bioinformatics/btt106 Barboza, Rodrigo; Cociorva, Daniel; Xu, Tao; Barbosa, Valmir C.; Perales, Jonas; Valente, Richard H.; França, Felipe M. G.; Yates, John R.; Carvalho, Paulo C.. "Can the false-discovery rate be misleading?". PROTEOMICS 11 20 (2011): 4105-4108. http://dx.doi.org/10.1002/pmic.201100297. Published • 10.1002/pmic.201100297 Nery, Alexandre S.; Nedjah, Nadia; França, Felipe M. G.. "An efficient parallel architecture for ray-tracing". Analog Integrated Circuits and Signal Processing 70 2 (2011): 189-202. http://dx.doi.org/10.1007/s10470-011-9739-x. Published • 10.1007/s10470-011-9739-x Alves, Tiago A.O.; Marzulo, Leandro A.J.; Franca, Felipe M.G.; Costa, Vitor Santos. "Trebuchet: exploring TLP with dataflow virtualisation". International Journal of High Performance Systems Architecture 3 2/3 (2011): 137. http://dx.doi.org/10.1504/ijhpsa.2011.040466. Published • 10.1504/ijhpsa.2011.040466 Grieco, Bruno P.A.; Lima, Priscila M.V.; De Gregorio, Massimo; França, Felipe M.G.. "Producing pattern examples from “mental” images". Neurocomputing 73 7-9 (2010): 1057-1064. http://dx.doi.org/10.1016/j.neucom.2009.11.015. Published • 10.1016/j.neucom.2009.11.015 CASSIA, RICARDO F.; ALVES, VLADIMIR C.; BESNARD, FEDERICO G.-D.; FRANÇA, FELIPE M. G.. "SYNCHRONOUS-TO-ASYNCHRONOUS CONVERSION OF CRYPTOGRAPHIC CIRCUITS". Journal of Circuits, Systems and Computers 18 02 (2009): 271-282. http://dx.doi.org/10.1142/s0218126609005058. Published • 10.1142/s0218126609005058 Arantes, Gladstone M.; França, Felipe M.G.; Martinhon, Carlos A.. "Randomized generation of acyclic orientations upon anonymous distributed systems". Journal of Parallel and Distributed Computing 69 3 (2009): 239-246. http://dx.doi.org/10.1016/j.jpdc.2008.11.009. Published • 10.1016/j.jpdc.2008.11.009 Nery, A.S.; Nedjah, N.; Franca, F.M.G.. "A massively parallel hardware architecture for ray-tracing". International Journal of High Performance Systems Architecture 2 1 (2009): 26. http://dx.doi.org/10.1504/ijhpsa.2009.030096. Published • 10.1504/ijhpsa.2009.030096 LIMA, PRISCILA M. V.; MORVELI-ESPINOZA, M. MARIELA M.; PEREIRA, GLAUCIA C.; FERREIRA, TALITA O.; FRANÇA, FELIPE M. G.. "LOGICAL REASONING VIA SATISFIABILITY MAPPED INTO ENERGY FUNCTIONS". International Journal of Pattern Recognition and Artificial Intelligence 22 05 (2008): 1031-1043. http://dx.doi.org/10.1142/s0218001408006673. Published • 10.1142/s0218001408006673 Pilla, Mauricio L.; Childers, Bruce R.; Franca, Felipe M.G.; Costa, Amarildo T. Da; Navaux, Philippe O.A.. "Limits for a feasible speculative trace reuse implementation". International Journal of High Performance Systems Architecture 1 1 (2007): 69. http://dx.doi.org/10.1504/ijhpsa.2007.013293. Published • 10.1504/ijhpsa.2007.013293 Arantes Jr, Gladstone M.; França, Felipe M. G.; Martinhon, Carlos A. "Gerando orientações acíclicas com algoritmos probabilísticos distribuídos". Pesquisa Operacional 25 3 (2005): 301-312. http://dx.doi.org/10.1590/s0101-74382005000300001. Published • 10.1590/s0101-74382005000300001 Yang, Zhijun; França, Felipe M. G.. "A generalized locomotion CPG architecture based on oscillatory building blocks". Biological Cybernetics 89 1 (2003): 34-42. http://dx.doi.org/10.1007/s00422-003-0409-7. Published • 10.1007/s00422-003-0409-7 Barbosa, V. C.; Benevides, M. R. F.; França, F. M. G.. "Sharing Resources at Nonuniform Access Rates". Theory of Computing Systems 34 1 (2000): 13-26. http://dx.doi.org/10.1007/s002240010008. Published • 10.1007/s002240010008 Fernandes, E.S.T.; de Amorim, C.L.; Barbosa, V.C.; Franca, F.M.G.; de Souza, A.F.. "MPH — A Hybrid Parallel Machine". Microprocessing and Microprogramming 25 1-5 (1989): 229-232. http://dx.doi.org/10.1016/0165-6074(89)90200-7. Published • 10.1016/0165-6074(89)90200-7 Bilge, Ugür; França, Felipe M. G.. "Computing with Neural Networks". International Industrial Biotechnology 9 (1989): 17-19. Published Barbosa, Valmir C; França, Felipe M.G. "Specification of a communication virtual processor for parallel processing systems". Microprocessing and Microprogramming 24 1-5 (1988): 511-518. http://dx.doi.org/10.1016/0165-6074(88)90103-2. Published • 10.1016/0165-6074(88)90103-2 Vasconcelos, Nelson Q; França, Felipe M.G; Fernandes, Edil S.T. "Design of an EDISON virtual machine — From a H L L specification to a microprogrammed implementation". Microprocessing and Microprogramming 20 1-3 (1987): 209-216. http://dx.doi.org/10.1016/0165-6074(87)90143-8. Published • 10.1016/0165-6074(87)90143-8 Franca, F. M G; Vasconcelos, N. Q.; Fernandes, E. S T. "Design and realization of MLM: a multilingual machine". ACM SIGMICRO Newsletter 17 4 (1986): 129-137. http://dx.doi.org/10.1145/19530.19545. Published • 10.1145/19530.19545 OLIVEIRA, Carlo Emmanoel T.; França, Felipe M. G.; Barbosa, Mario Afonso S.. "Um Monitor Gráfico a Cores". Revista Brasileira de Computação 2 (1982): 169-184. Published
Journal issue	Bentes, Cristiana Barbosa; França, Felipe M. G.; Marzulo, Leandro Augusto Justen; Mencagli, Gabriele; Pilla, Mauricio Lima. "Novel parallel processing techniques for IoT-based machine learning applications". Concurrency and Computation: Practice and Experience (2021): http://dx.doi.org/10.1002/cpe.6255. Published • 10.1002/cpe.6255 Mencagli, Gabriele; França, Felipe MG; Bentes, Cristiana Barbosa; Justen Marzulo, Leandro Augusto; Lima Pilla, Mauricio. "Special issue on parallel applications for in-situ computing on the next-generation computing platforms". The International Journal of High Performance Computing Applications 33 3 (2018): http://dx.doi.org/10.1177/1094342018820155. Published • 10.1177/1094342018820155 • Invited editor Nedjah, Nadia; França, Felipe Maia Galvão; De Gregorio, Massimo; de Macedo Mourelle, Luiza. "Weightless neural systems". Neurocomputing 183 (2016): http://dx.doi.org/10.1016/j.neucom.2015.11.064. Published • 10.1016/j.neucom.2015.11.064 • Invited editor Yang, Zhijun; Karamanoglu, Mehmet; França, Felipe. "Advances on biological rhythmic pattern generation: Experiments, algorithms and applications". Neurocomputing 170 (2015): http://dx.doi.org/10.1016/j.neucom.2015.05.111. Published • 10.1016/j.neucom.2015.05.111 • Invited editor Juan, A.A.; Faulin, J.; Grasman, S.E.; França, F.M.G.. "Preface: Optimisation and Simulation in Real-life Scenarios". International Journal of Data Analysis Techniques and Strategies 6 3 (2014): http://www.scopus.com/inward/record.url?eid=2-s2.0-84904734161&partnerID=MN8TOARS. Published • Coeditor Nedjah, Nadia; Galvão França, Felipe Maia; de Macedo Mourelle, Luiza. "Editorial Embedded Software Design for 3D Graphics Visualization". Journal of Systems Architecture 59 3 (2013): http://dx.doi.org/10.1016/j.sysarc.2013.03.012. Published • 10.1016/j.sysarc.2013.03.012 • Invited editor RIBEIRO, CARLOS H. C.; FRANÇA, FELIPE M. G.. "INTRODUCTION BY GUEST EDITORS". International Journal of Neural Systems 11 03 (2001): http://dx.doi.org/10.1142/s0129065701000631. Published • 10.1142/s0129065701000631 • Invited editor
Magazine article	de Carvalho, Luís Alfredo Vidal; Barbosa, Valmir C.; Mendes, Sueli Teixeira; Eizirik, Leila M. R.; França, Felipe M. G.. "Redes neuronais artificiais: a volta do cérebro eletrônico?", Ciência Hoje, 1991
Report	Susskind, Zachary; Arora, Aman; Miranda, Igor D. S.; Bacellar, Alan Tendler Leibel; A. Q. Villon, Luis; Katopodis, Rafael F.; de Araújo, Leandro Santiago; et al. 2023. ULEEN: A Novel Architecture for Ultra Low-Energy Edge Neural Networks. https://arxiv.org/abs/2304.10618. Susskind, Zachary ; Arora, Aman; Miranda, Igor Dantas Dos Santos ; Villon, Luis Armando Quintanilla; Katopodis, Rafael Fontella; Santiago de Araujo, Leandro; Dutra, Diego Leonel Cadette; et al. Corresponding author: Susskind, Zachary. 2022. Weightless Neural Networks for Efficient Edge Inference. https://arxiv.org/abs/2203.01479v1. Mutz, Filipe; Oliveira-Santos, Thiago; Forechi, Avelino; Komati, Karin S.; Badue, Claudine; França, Felipe M. G.; De Souza, Alberto Ferreira. 2020. What is the Best Grid-Map for Self-Driving Cars Localization? An Evaluation under Diverse Types of Illumination, Traffic, and Environment. https://arxiv.org/abs/2009.09308. Aluizio Lima Filho; Gabriel P. Guarisa; Filho, Leopoldo A. D. Lusquino; Luiz Fernando dos Reis de Oliveira; França, Felipe M. G.; Lima, Priscila Machado Vieira. 2020. wisardpkg -- A library for WiSARD-based models. https://arxiv.org/abs/2005.00887.

Intellectual property

Patent

Costa, Amarildo T. Da; França, Felipe M. G.. 2012. "PROCESSO DE FORMAÇÃO, MEMORIZAÇÃO E REUSO, EM TEMPO DE EXECUÇÃO, DE SEQÜÊNCIAS DE INSTRUÇÕES DINÂMICAS EM COMPUTADORES". Brazil.
Expired
França, Felipe M. G.; Alves, Vladimir C.; Granja, Edson P.. 2007. "PROCESSO DE SÍNTESE E APARELHO PARA TEMPORIZAÇÃO ASSÍNCRONA DE CIRCUITOS E SISTEMAS DIGITAIS MULTI-FÁSICOS". Brazil.
Expired

Other

Dataset

França, Felipe M. G.. Minimum Concurrency for Assembling Computer Music.
10.5441/002/inoc.2019.16

Activities

Supervision

	Thesis Title Role	Degree Subject (Type) Institution / Organization
2018 - Current	Mining Institutional Process Structures Supervisor of Raul Bezerra Barbosa	Systems Engineering and Computer Science Program (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2017 - Current	Weightless neural networks for regression and forecasting Supervisor of Luiz Fernando dos Reis de Oliveira	Systems Engineering and Computer Science Program (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2016 - 2024/05/28	OBJECT MODELING THROUGH WEIGHTLESS TRACKING Co-supervisor of Daniel Nunes do Nascimento	Systems Engineering and Computer Science Program (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2017/03/11 - 2023/12/04	A DATA-DRIVEN APPROACH FOR ESTIMATING TEMPERATURE VARIATION OF B-MODE ULTRASOUND IMAGES Co-supervisor	Computer Science and Engineering (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2021 - 2023/09/05	A CONDITIONAL BRANCH PREDICTOR BASED ON WEIGHTLESS NEURAL NETWORKS Co-supervisor	Computer Science and Engineering (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2014 - 2022/12/21	CHARACTERIZATION OF ANTECIPATORY PERIODS OF EPILEPTIC SEIZURES Supervisor of Kleber de Aguiar	Systems Engineering and Computer Science Program (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2018 - 2022/11/22	Machine Learning Exploration for Emerging Storage and Networking Applications Supervisor of Victor da Cruz Ferreira	Systems Engineering and Computer Science Program (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2015/07 - 2022/06/09	RESILIENT AND SECURE DEEP LEARNING-ORIENTED MICROARCHITECTURES Supervisor	Systems Engineering and Computer Science (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2018/03/27 - 2022/03/23	EXPLORING THE EQUIVALENCE BETWEEN AN ABSTRACT CHEMICAL MACHINE AND DATAFLOW COMPUTING Supervisor	Systems Engineering and Computer Science Program (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2019/06/24 - 2022/01/17	REINFORCEMENT LEARNING WITH WEIGHTLESS NEURAL NETWORKS Co-supervisor of Rafael Fontella Katopodis	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2015 - 2022	RESILIENT AND SECURE DEEP LEARNING-ORIENTED MICROARCHITECTURES Supervisor of Brunno Figueirôa Goldstein	Systems Engineering and Computer Science Program (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2017/09/18 - 2021/07/12	IDENTIFYING CLASSIFIER-RELEVANT REGIONS IN IMAGES THROUGH WEIGHTLESS LEARNING Co-supervisor	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2020/03 - 2021/07	MALWARE CLASSIFICATION SYSTEM USING WEIGHTLESS NEURAL NETWORKS Supervisor	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2018 - 2021/07	EXTENDING WISARD TO PERFORM IN ENSEMBLE LEARNING, REGRESSION, MULTI-LABEL, AND MULTI-MODAL TASKS Co-supervisor of Leopoldo André Dutra Lusquino Filho	Systems Engineering and Computer Science Program (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2017 - 2020	COMPARATIVE STUDY OF MAPPING TECHNIQUES IN THE WISARD CLASSIFIER Co-supervisor of Gabriel Pereira Guarisa	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2017 - 2020	Portfolio Selection using Recurrent Generative Adversarial Networks for Modeling Return's Stochastic Process Supervisor of Rafael Lopes Conde dos Reis	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2013/10/01 - 2019/09/30	PARALLELIZATION OF MOLECULAR GEOMETRY RECONSTRUCTION Supervisor of Sandro Pereira Vilela	Systems Engineering and Computer Science Program (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2016/03/08 - 2019/07/09	ON OPTIMIZATION OF HARDWARE ASSISTED SECURITY Supervisor of Leandro Santiago de Araújo	Systems Engineering and Computer Science Program (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2018 - 2019	OBTAINING MINIMUM CONCURRENCY VIA MAXIMUM CYCLES UNDER THE DYNAMICS OF SCHEDULING BY EDGE REVERSAL Supervisor of Carlos Eduardo Lopes Marciano	Information and Computing Engineering (Degree) Universidade Federal do Estado do Rio de Janeiro, Brazil
2017 - 2019	THE ROBUSTNESS OF THE WISARD N-TUPLE CLASSIFIER Supervisor of Bernardo Cid Killer Soares de Souza	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2018 - 2018	Dataflow = Gamma Supervisor of Alexandre Henrique Lopes Porto	Post-doctoral fellowship (CAPES) (Other) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2017 - 2018	FACIAL EMOTION CLASSIFICATION USING A WISARD WEIGHTLESS NEURAL NETWORK Supervisor of Leopoldo André Dutra Lusquino Filho	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2016 - 2018	BUS LINE TRAJECTORIES CLASSIFICATION USING WEIGHTLESS NEURAL NETWORKS Supervisor of Raul Bezerra Barbosa	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2016 - 2018	AN ADAPTATION OF THE STATIC SCHEDULER OF THE SUCURI DATAFLOW LIBRARY FOR IN-SITU COMPUTING Supervisor of Caio Bonfatti Gomes de Carvalho	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2012/06/15 - 2017/08/18	GENERAL STRATEGY OF WAVE OF MESSAGES FOR TASKS DEVELOPEMENT IN SWARM ROBOTICS Supervisor of Luneque del Rio de Souza e Silva Junior	Systems Engineering and Computer Science Program (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2012/09/01 - 2017/08/03	THEORETICAL RESULTS ON A WEIGHTLESS NEURAL CLASSIFIER AND APPLICATION TO COMPUTATIONAL LINGUISTICS Supervisor of Hugo Cesar de Castro Carneiro	Systems Engineering and Computer Science Program (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2011/06/01 - 2017/06/26	DISTRIBUTED TRAFFIC CONTROL BASED ON CONNECTED VEHICLES Supervisor of Fabrício Barros Gonçalves	Systems Engineering and Computer Science Program (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2012/03/01 - 2017/03/10	REJECTION-ORIENTED LEARNING WITHOUT COMPLETE CLASS INFORMATION Supervisor of Douglas de Oliveira Cardoso	Systems Engineering and Computer Science Program (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2017 - 2017	A Hybrid Approach to solve the Problem of Covering Solids with Spheres of Different Radii Supervisor of Pedro Henrique González Silva	Post-doctoral fellowship (CAPES) (Other) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2016 - 2017	A RECONFIGURABLE ARCHITECTURE FOR IN SITU PROCESSING USING WEIGHTLESS NEURAL NETWORKS Supervisor of Victor da Cruz Ferreira	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2015 - 2017	PERFORMANCE COMPARISON BETWEEN THE AGILE NEURAL MODELS ELM AND WISARD Supervisor of Luiz Fernando dos Reis de Oliveira	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2015 - 2017	DF-DTM: EXPLORING REDUNDANCY IN DATAFLOW TASKS Supervisor of Leandro Rouberte de Freitas	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2015 - 2017	DATAFLOW PROGRAMMING OF STREAM APLICATIONS IN HETEROGENOUS SYSTEMS Supervisor of Marcos Paulo Carneiro Rocha	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2010/03/01 - 2016/03/30	MULTITARGET TRACKING SYSTEM WITH CONNECTIVITY CONSTRAINTS Supervisor of Rafael Lima de Carvalho	Systems Engineering and Computer Science Program (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2015 - 2016	OPTIMIZING LOOPS IN DATAFLOW COMPUTING Supervisor of Leandro Santiago de Araújo	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2015 - 2016	A Colective Robotics Solution for Decontamination Supervisor of Bernardo Cid Killer Soares de Souza	Electronic and Computer Engineering (Degree) Universidade Federal do Rio de Janeiro, Brazil
2009/03/01 - 2015/03/30	GENERATOR WITH TRANSITIONS BETWEEN GAIT PATTERNS THROUGH TOTAL SUPPORT APPLIED IN HEXAPOD ROBOTS Co-supervisor of Cristiano de Souza de Carvalho	Mechanical Engineering Program (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2015 - 2015	Security, Error Detection and Recovery in Dataflow Computing and Critical Systems Supervisor of Tiago Assumpção de Oliveira Alves	Post-doctoral fellowship (CAPES) (Other) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2015 - 2015	Security in Robotic Critical Systems Supervisor of Eric Zavenne Paré	Post-doctoral fellowship (CAPES) (Other) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2015 - 2015	Mapping Dataflow Computation into FPGAs Supervisor of Alexandre Solon Nery	Post-doctoral fellowship (CAPES) (Other) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2014 - 2015	Neural Network Application to Face Recognition Supervisor of Igor Paladino Gomes da Costa	Electronic and Computer Engineering (Degree) Universidade Federal do Rio de Janeiro, Brazil
2013 - 2015	CREATING PARALLEL LINEAR ALGEBRA KERNELS USING DATAFLOW MODEL Supervisor of Brunno Figueroa Goldstein	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2013 - 2015	RULE EXTRACTION FROM WISARD WEIGHTLESS NETWORKS THROUGH THEIR “MENTAL” IMAGES Supervisor of PAULO VITOR DE SOUZA COUTINHO	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2013 - 2015	Data Fusion in Gamma Supervisor of RUI RODRIGUES DE MELLO JUNIOR	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2013 - 2015	Prediction of Soil Moisture via Weightless Neural Networks Co-supervisor of Paulo Felipe Salviano Brandt	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2013 - 2015	TIME-SERIES CLASSIFICATION WITH KERNELCANVAS AND WISARD Supervisor of Diego Fonseca Pereira de Souza	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2013 - 2015	A WEIGHTLESS NEURAL NETWORK VISUAL TRACKER BASED ON SHORT AND LONG TERM MEMORIES Supervisor of Daniel Nunes do Nascimento	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2013 - 2015	A GPU-BASED DERIVATION FOR THE GAMMA MULTISET REWRITING PARADIGM Supervisor of RUBENS HENRIQUE PAILO DE ALMEIDA	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2013 - 2015	A GPU-BASED DERIVATION FOR THE GAMMA MULTISET REWRITING PARADIGM Supervisor of RUBENS HENRIQUE PAILO DE ALMEIDA	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2010/03/01 - 2014/12/12	AUTOMATIC COMPLEX INSTRUCTION IDENTIFICATION WITH HARDWARE SHARING FOR EFFICIENT MAPPING ONTO ASIPS Supervisor of Alexandre Solon Nery	Systems Engineering and Computer Science Program (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2008/06/01 - 2014/06/30	EXERCISING THE DYNAMIC OPERATION OF THE ORGANISATION OF ECONOMIC AGENTS ON THE CLOUD: AN ANALYSIS WITH GRAPHS AND SIMULATION Supervisor of Marcus Vinicius Brandão Soares	Systems Engineering and Computer Science Program (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2010/06/01 - 2014/05/30	DATAFLOW EXECUTION FOR RELIABILITY AND PERFORMANCE IN CURRENT HARDWARE Supervisor of Tiago Assumpção de Oliveira Alves	Systems Engineering and Computer Science Program (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2012 - 2014	SEMANTIC RELATION EXTRACTION FROM PATENT CLAIMS Supervisor of DANILO SILVA DE CARVALHO	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2012 - 2014	The Potential of Trace Reuse on GPUs Supervisor of Saulo Tavares Oliveira	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2012 - 2014	Prediction of Epileptic Seizures using Weightless Neural Network WiSARD Supervisor of Kleber de Aguiar	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2012 - 2014	AFR: Asynchronous Flexible Router for Network on Chips Supervisor of Israel Mendonça dos Santos	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2012 - 2014	RESATYRUS: AUTOMATIC GENERATION OF SHARING GRAPHS Supervisor of Daniel Santos Ferreira Alves	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2007/09/01 - 2013/10/02	OK: A FINE-GRAINED OPPORTUNISTIC KERNEL FOR GRID COMPUTING Supervisor of Fábio Henrique Flesch	Systems Engineering and Computer Science Program (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2013 - 2013	Automated Storage/Retrieval System for Military Gear Supervisor of Fabiano de Souza Gomes	Mechatronic Engineering (Specialization course) Universidade Federal do Rio de Janeiro, Brazil
2012 - 2013	Robot Traffic Coordination via Distributed Computing Supervisor of Fernando Venceslau Isensee	Systems Engineering and Computer Science Program (Degree) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2012 - 2013	Computational Identification of Peptides Labeled with Phenylisothiocynate and Analised by Liquid Chromatography Coupled to Tandem Mass Spectometry Supervisor of Diogo Borges Lima	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2012 - 2013	Indoor Localization via KDE of RSSI Fingerprints Supervisor of Eduardo Elael de Melo Soares	Automation and Control Engineering (Degree) Universidade Federal do Rio de Janeiro Escola Politécnica, Brazil
2011 - 2013	Microsimulation of the Dilemma Zone in Urban Signalized Intersections Supervisor of Daniel Dominguez Gouvêa	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2011 - 2013	A Distributed Optimisation Model of an Individual Vehicle Restricted by the Collective Behaviour of Urban Traffic Supervisor of Flávio Augusto Ribeiro de Faria	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2006/03/01 - 2012/03/30	A COLLISION FREE DISTRIBUTED SCHEDULING IN WIRELESS SENSOR NETWORKS WITH MULTIPLE SOURCES AND MULTIPLE SINKS Supervisor of Alexandre Alves dos Santos	Systems Engineering and Computer Science Program (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2011 - 2012	SER Extensions Applied to Decontamination Problems Supervisor of Daniel Santos Ferreira Alves	Informatics (Degree) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2011 - 2012	Resolution of the Clustering Problem According to the Sum of Distance Criteria Supervisor of Vinicius Layter Xavier	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2011 - 2012	A Collective Robotics Approach to the Problem of a Mobile Target Search Supervisor of Marco Fernandes dos Santos Xaud and Renan Salles de Freitas	Automation and Control Engineering (Degree) Universidade Federal do Rio de Janeiro Escola Politécnica, Brazil
2011 - 2012	XOR via SATyrus Supervisor of Cassia Francine Novello	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2010 - 2012	The Role of the Index of Synthesis of the Languages Part-of-Speech Tagging with Weightless Neural Networks Supervisor of Hugo Cesar de Castro Carneiro	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2010 - 2012	Weightless Neural Network Architectures for Data Stream Clustering Supervisor of Douglas de Oliveira Cardoso	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2010 - 2012	Distributed Traffic Control with Heterogeneous Flows Supervisor of Lúcio Martins de Paiva	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2010 - 2012	Dataflow Instructions Placement Supervisor of Alexandre Ferreira Sardinha de Mattos	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2010 - 2012	An Autonomous Visual Classifier of Urban Traffic Density Supervisor of Gabriel Marques Rosario	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2006/03/01 - 2011/12/16	DISTRIBUTED ALGORITHMS FOR COLLISION FREE SCHEDULING AND CLOCK SYNCHRONIZATION IN WIRELESS SENSOR NETWORKS Supervisor of André da Costa Pinho	Systems Engineering and Computer Science Program (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2008/03/01 - 2011/10/04	EXPLORING MULTITHREADED EXECUTION WITH DATAFLOW ORIENTED PROGRAMMING Supervisor of Leandro Augusto Justen Marzulo	Systems Engineering and Computer Science Program (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2010 - 2011	Virtual Workstation to Assist Academic Activities using Cloud Computing Supervisor of Fábio Kléber Castanheira Fialho	Information and Computing Engineering (Degree) Universidade Federal do Rio de Janeiro Escola Politécnica, Brazil
2010 - 2011	A Semi-Labeled Approach for Detecting Reliable Identifications in Shotgun Proteomics Experiments Supervisor of Rodrigo de Moura Barboza	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2010 - 2011	Crew Presence Sensing in Ship Confined Spaces Using ZigBee Technology Supervisor of Fernanda Maria Zangerolame	Mechatronic Engineering (Specialization course) Universidade Federal do Rio de Janeiro, Brazil
2010 - 2011	Application and Operation of a CAN Network (Controller Area Network) in Motor Vehicles Supervisor of Rogério da Silva Nunes	Mechatronic Engineering (Specialization course) Universidade Federal do Rio de Janeiro, Brazil
2009 - 2011	Distributed Graph Decontamination Supervisor of Vanessa Carla Felipe Gonçalves	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2009 - 2011	A Weightless Artificial Neural Network Applied to Categorization of Resistance Mutation in HIV-1 Supervisor of Caio RIbeiro de Souza	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2009 - 2011	RWISARD: A Weightless Neural Network Model for Recognition and Classification of Grey Scale Images Co-supervisor	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2005/03/01 - 2010/09/27	CNOSSOS - DISTRIBUTED MIDDLEWARE BASED ON MULTILATERAL EXCHANGE AS A MODEL OF RESOURCE SHARING IN P2P NETWORKS Supervisor of Luiz Gustavo Lourenço Moura	Systems Engineering and Computer Science Program (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2005/03/01 - 2010/03/30	A SELF-MANAGEMENT MODEL INSPIRED BY THE CIRCULATORY SYSTEM APLLIED TO DISTRIBUTED SYSTEMS Supervisor of Alberto Arkader Kopiler.	Systems Engineering and Computer Science Program (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2004/03/01 - 2010/03/29	DISTRIBUTED SCHEDULING OF WORKFLOWS ON COMPUTATIONAL GRIDS Supervisor of Diego Moreira de Araujo Carvalho	Systems Engineering and Computer Science Program (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2009 - 2010	Automatic text classification with the WiSARD Neural Network Supervisor of Manoel Vitor Macedo França	Informatics (Degree) Universidade Federal do Rio de Janeiro, Brazil
2009 - 2010	The algebraic extension of the language for problem modeling - SATish Co-supervisor of Cássia Francine Novello	Informatics (Degree) Universidade Federal do Rio de Janeiro, Brazil
2009 - 2010	GridRT: A Parallel Architecture for Ray Tracing Using Uniform Grids Supervisor of Alexandre Solon Nery	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2008 - 2010	Speculative Execution on a Dataflow Virtual Machine Supervisor of Tiago Assumpção de Oliveira Alves	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2008 - 2010	NC-WiSARD: A Weightless Interpretation of the Neocognitron Neural Model Supervisor of Lawrence Cruvinel Bandeira	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2008 - 2010	SATyrus2: Compiling Logic Reasoning Specifications Co-supervisor of Bruno França Monteiro	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2008 - 2010	A Study of the Potential of Intrachip Networks for Scheduling Processes in Multicore Architectures Supervisor of Alexandre Borges Gonçalves	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2007 - 2009	Distributed Scheduling of Parallel Threads by Edge Reversal with Hibernation Supervisor of Carlos Augusto de Castro	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2007 - 2009	Sensitivity of the Trace Reuse Mechanism to Instruction Subsets Supervisor of Sheila de Oliveira	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2007 - 2008	Nuclear Instrumentation Interfacing System Co-supervisor of Vitor Ugo Breviliere	Electronic Engineering (Degree) Universidade Federal do Rio de Janeiro Escola Politécnica, Brazil
2006 - 2008	THE IMPACT OF TRACE REUSE INSIDE LOOPS Supervisor of Andrey Matheus Coppieters	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2006 - 2008	SOLVING THE ENERGY GENERATION EXPANSION PLANNING PROBLEM WITH BINARY PARTICLE SWARMS Supervisor of Ramon Diacovo	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2006 - 2008	A SYSTEM OF REMOTE METERING OF ELECTRICAL ENERGY CONSUMPTION OF THE PROTOCOL BASED ZIGBEE Supervisor of Cristiane Amaral de Magalhães	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2000/06/01 - 2007/04/27	A METHODOLOGY FOR AUTOMATED SYNCHRONOUS-ASYNCHRONOUS CONVERSION OF DIGITAL CIRCUITS Supervisor of Ricardo de Freire Cassia	Electrical Engineering Program (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2006 - 2007	Introducing Branch Prediction in the FemtoJava Processor for Embedded Systems Supervisor of Luciana Martins da SIlva Ozório Santos	Electronic Engineering (Degree) Universidade Federal do Rio de Janeiro Escola Politécnica, Brazil
2005 - 2007	DISTRIBUTED CONTROL OF INTERSECTIONS SIGNALIZATION AND TRAFFIC FLOW Supervisor of Ivomar Brito Soares	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2005 - 2007	TRANSACTIONAL WAVECACHE - SPECULATIVE AND OUT-OF-ORDER MEMORY OPERATIONS EXECUTION IN A DATAFLOW MACHINE Supervisor of Leandro Augusto Justen Marzulo	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2000/03/01 - 2006/09/27	TRACKS, CONCURRENCY OPTIMIZATION, AND PROBABILISTIC INITIALIZATION ON SYSTEMS UNDER EDGES REVERSAL Supervisor of Gladstone Moises Arantes Junior	Systems Engineering and Computer Science Program (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2004 - 2006	COMPILING PROBLEMS RESOLUTION FOR ENERGY MINIMIZATION Co-supervisor of Miriam Mariela Mercedes Morveli Espinoza	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2004 - 2006	DTMQJVWI: DINAMIC TRACE REUSE IN A JAVA VIRTUAL MACHINE Supervisor of Eduardo Melione Abreu	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2004 - 2006	MAPPING AND COMBINING NP-HARD PROBLEMS AS PSEUDO-BOOLEAN CONSTRAINTS INTO ARTIFICIAL NEURAL NETWORKS Co-supervisor of Glaucia da Conceição Pereira	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2004 - 2006	DYNAMIC TRACE MEMOIZATION AND REUSE IN A JAVA PROCESSOR ARCHITECTURE Supervisor of Bruno Rodrigues Silva	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2003 - 2005	IEC - An XML Architecture for P2P Collaborative Computing Co-supervisor of Felipe César Pereira	Informatics (Master) Universidade Federal do Rio de Janeiro, Brazil
2003 - 2005	A Branch and Bound Approach to RCPSP in a Collaborative Computing Environment Co-supervisor of Fábio Campos Lourenço	Informatics (Master) Universidade Federal do Rio de Janeiro, Brazil
2003 - 2005	ZOS: AN ENVIRONMENT FOR THE MIGRATION AND SHARING OF EXECUTION CONTEXTS Co-supervisor of Roberto Francisco Ligeiro Marques	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2000/07/01 - 2004/06/30	REUSE THROUGH SPECULATION ON TRACES Co-supervisor of Maurício Lima Pilla	Institute of Informatics (PhD) Universidade Federal do Rio Grande do Sul Instituto de Informática, Brazil
2003 - 2004	Implementation and Evaluation of an Imperfect Market Model in Parallel Computing Supervisor of Ana Luísa de Araujo Santos	Electronic Engineering (Degree) Universidade Federal do Rio de Janeiro Escola Politécnica, Brazil
2002 - 2004	SCHEDULING BY EDGE REVERSAL WITH VARYING LOAD AND TOPOLOGY Supervisor of Diego Moreira de Araujo Carvalho	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2002 - 2004	POTENTIAL GAINS OF DYNAMIC TRACE MIGRATION TO CISC TYPE INSTRUCTIONS IN PIPELINED MICROARCHITECTURES Supervisor of Pedro Henrique Rausch Bello	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2001 - 2003	Cryptographic Accelerators for the National GODZILLA and GODZUK Algorithms Co-supervisor of André da Costa Pinho	Electrical Engineering Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2001 - 2003	SMER-Based Sequence Generators Supervisor of Ricardo Ronzani Hoffmann	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2001 - 2002	Implementation of Weightless Neural Networks for Classification of Electricity Consumption Profiles Supervisor of Denis Coelho Söndahl	Electronic Engineering (Degree) Universidade Federal do Rio de Janeiro Escola Politécnica, Brazil
1999 - 2002	DYNAMIC TRACE MEMOIZATION WITH REUSE OF MEMORY ACCESS INSTRUCTIONS' VALUES Co-supervisor of Luiz Marcio Faria de Aquino Viana	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
1996/03/01 - 2001/04/18	EXPLOITING THE REUSE OF TRACES DYNAMICALLY AT THE PROCESSOR ARCHITECTURE LEVEL Supervisor of Amarildo Teodoro da Costa	Systems Engineering and Computer Science Program (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
1999 - 2001	UNSUPERVISED LEARNING MODES FOR THE WISARD WEIGHTLESS NEURAL NETWORK Supervisor of Iuri Wickert	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
1998/03/01 - 2000/11/28	HARDWARE ARCHITECTURES FOR CRYPTOGRAPHIC ACCELERATORS Co-supervisor of Sérgio Luiz Cardoso Salomão	Electrical Engineering Program (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
1995/06/01 - 2000/11/27	A SYNTHESIS METHODOLOGY FOR ASYNCHRONOUS LOGIC CIRCUITS Supervisor of Edson do Prado Granja	Systems Engineering and Computer Science Program (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
1994/03/01 - 2000/06/13	RECONSTRUCTION OF TOMOGRAPHIC IMAGES BASED ON RECONFIGURABLE ARCHITECTURES Co-supervisor of Luiz Maltar Castelo Branco	Systems Engineering and Computer Science Program (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
1996/03/01 - 1999/12/22	ON PRODUCNG ARBITRARY RHYTHMIC PATTERNS: BIOLOGICAL CHARACTERISTICS IN ARTIFICIAL NEUROLOCOMOTOR SYSTEMS Supervisor of Yang Zhijun	Systems Engineering and Computer Science Program (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
1997 - 1999	Acyclic Orientations in Anonymous Distributes Systems with Applications to Resource Sharing Supervisor of Gladstone Moisés Arantes Júnior	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
1997 - 1999	A Paralell and Distributed Implementation of Structured GAMMA Supervisor of Gabriel Antoine Louis Paillard	Systems Engineering and Computer Science Program (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
1997 - 1998	A Software Implementation of the WISARD Classifier Supervisor of Cassiano Lustosa Fróes da Silva and Cíntia Medeiros Soares	Informatics (Degree) Universidade Federal do Rio de Janeiro, Brazil
1997 - 1998	Dynamic migration of primitives in a computer architecture Supervisor of Eugene Francis Vinod Rebello	Post-doctoral fellowship (CNPq) (Other) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
1996 - 1997	Mapping Artificial Neural Networks for Processing Inferences in FPGAs Supervisor of Victor Mauro Goulart Ferreira	Electronic Engineering (Degree) Universidade Federal do Rio de Janeiro Escola Politécnica, Brazil
1987 - 1988	The Hardware of a Hybrid Parallel Machine Supervisor of Alberto Ferreira de Souza	Electronic Engineering (Degree) Universidade Federal do Rio de Janeiro Escola Politécnica, Brazil
1987 - 1988	Monitor Program for a Serial Line Multiplexing System Supervisor of Jocerley de Moraes Filho	Electronic Engineering (Degree) Universidade Federal do Rio de Janeiro Escola Politécnica, Brazil
1985 - 1985	Intelligent part of the controller of a graphics terminal Supervisor of Luís F. V. Gomes; Luiz A. B. de Lima; Marcelo Schor	Electronic Engineering (Degree) Universidade Federal do Rio de Janeiro Escola Politécnica, Brazil

Event organisation

	Event name Type of event (Role)	Institution / Organization
2011 - Current	PC member: European Symposium On Artificial Neural Networks, Computational Intelligence and Machine Learning https://www.esann.org (2011) Symposium (Member of the Scientific Committee)	Instituto de Telecomunicações, Portugal
2019 - 2019	ESANN 2019 - 27th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Special Session on 60 Years of Weightless Neural Systems; Priscila M. V. Lima, Felipe M. G. França (Brazil), Massimo De Gregorio (Italy), Wilson R. de Oliveira (Brazil), co-organisers; https://www.elen.ucl.ac.be/esann/index.php?pg=esann19_programme (2019/04/24 - 2019/04/26) Symposium (Co-organisor)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil Istituto di Scienze Applicate e Sistemi Intelligenti Eduardo Caianiello Consiglio Nazionale delle Ricerche, Italy Universidade Federal Rural de Pernambuco, Brazil
2019 - 2019	8th Workshop on Parallel Programming Models, MPP 2019 Special Edition onIoT and Machine Learning (co-located with IPDPS 2019), Rio de Janeiro, RJ, Brazil, Leandro A. J. Marzulo and Felipe M. G. França, Co-Chairs; http://2019.mpp-conf.org (2019/05/24 - 2019/05/24) Workshop (Co-organisor)	Universidade do Estado do Rio de Janeiro Instituto de Matemática e Estatística, Brazil Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2018 - 2018	7th Workshop on Parallel Programming Models, MPP 2018 Special Edition on Edge/Fog/ in situ Computing (co-located with IPDPS 2018), Vancouver, BC, Canada, Leandro A. J. Marzulo and Felipe M. G. França, Co-Chairs; http://2018.mpp-conf.org (2018/05/25 - 2018/05/25) Workshop (Co-organisor)	Universidade do Estado do Rio de Janeiro Instituto de Matemática e Estatística, Brazil Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2017 - 2017	6th Workshop on Parallel Programming Models, MPP 2017 Special Edition on Fog and in situ Computing (co-located with SBAC-PAD 2017), Campinas, SP, Brazil, Leandro A. J. Marzulo, Felipe M. G. França, Cristiana Bentes, Gabriele Mencagli and Vladimir Alves, Co-Chairs; http://mpp2017.ime.uerj.br (2017/10/17 - 2017/10/20) Workshop (Co-organisor)	Universidade do Estado do Rio de Janeiro Instituto de Matemática e Estatística, Brazil Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil Università degli Studi di Pisa, Italy
2017 - 2017	The 13th IEEE International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob 2017), Corinna Schmitt, Nader Mbarek, Felipe M. G. França, Abdellatif Kobbane, Buyurman Baykal, Flavio Esposito, Publicity Co-chairs; https://sn.committees.comsoc.org/call-for-papers/the-13th-ieee-international-conference-on-wireless-and-mobile-computing-networking-and-communications-wimob-2017/ (2017 - 2017) Conference (Member of the Organising Committee)	Université d'Avignon et des Pays de Vaucluse UFR Sciences Exactes et Sciences de la Nature, France
2016 - 2016	5th Workshop on Parallel Programming Models, MPP 2016 Special Edition on Task Parallelism (co-located with SBAC-PAD 2016), Los Angeles, CA, USA, Leandro A. J. Marzulo, Felipe M. G. França, Guido Araujo and Andrew Putnam, Co-Chairs; http://mpp2016.ime.uerj.br (2016/10/26 - 2016/10/28) Workshop (Co-organisor)	Universidade do Estado do Rio de Janeiro Instituto de Matemática e Estatística, Brazil Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil Universidade Estadual de Campinas Instituto de Computação, Brazil Microsoft Research, United States
2015 - 2015	4th Workshop on Parallel Programming Models, MPP 2015 (co-located with SBAC-PAD 2015), Florianopolis, SC, Brazil, Leandro A. J. Marzulo, Felipe M. G. França and Maria Clicia Stelling de Castro, Co-Chairs; http://mpp2015.ime.uerj.br (2015/10/18 - 2015/10/21) Workshop (Co-organisor)	Universidade do Estado do Rio de Janeiro Instituto de Matemática e Estatística, Brazil Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2014 - 2014	3rd Workshop on Parallel Programming Models, MPP 2014 Special Edition on Dataflow Programming Models and Machines (co-located with SBAC-PAD 2014), Paris, France, Leandro A. J. Marzulo and Felipe M. G. França, Co-Chairs; http://mpp2014.ime.uerj.br (2014/10/22 - 2014/10/24) Workshop (Co-organisor)	Universidade do Estado do Rio de Janeiro Instituto de Matemática e Estatística, Brazil Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2013 - 2013	2nd Workshop on Parallel Programming Models ¿ MPP 2013 (co-located with WSCAD-SSC 2013), Porto de Galinhas, PE, Brazil, Leandro A. J. Marzulo and Felipe M. G. França, Co-Chairs; http://en.mpp2013.ime.uerj.br (2013/10/23 - 2013/10/26) Workshop (Co-organisor)	Universidade do Estado do Rio de Janeiro Instituto de Matemática e Estatística, Brazil Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2012 - 2012	Workshop on Bio-inspired Computing and Applications (BIOCA 2012), Special Session of ICCSA 2012; Nadia Nedjah,, Luiza M. Mourelle and Felipe M. G. França, co-organisers. Salvador de Bahia, Brazil; https://link.springer.com/book/10.1007%2F978-3-642-31125-3 (2012/06/18 - 2012/06/21) Workshop (Co-organisor)	Universidade do Estado do Rio de Janeiro Centro de Tecnologia e Ciências, Brazil Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2012 - 2012	1st Workshop on Parallel Programming Models – MPP 2012 (co-located with WSCAD-SSC 2012), Petropolis, RJ, Brazil, Leandro A. J. Marzulo and Felipe M. G. França, Co-Chairs; http://mpp2012.ime.uerj.br (2012/10/17 - 2012/10/19) Workshop (Co-organisor)	Universidade do Estado do Rio de Janeiro Instituto de Matemática e Estatística, Brazil Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2009 - 2009	ESANN 2009 - 17th European Symposium on Artificial Neural Networks, Special Session on Weightless Neural Systems; Massimo De Gregorio, Priscila M. V. Lima and Felipe M. G. França, co-organisers; https://www.elen.ucl.ac.be/esann/index.php?pg=esann09_programme (2009/04/22 - 2009/04/24) Symposium (Co-organisor)	Consiglio Nazionale delle Ricerche Biblioteca dell'Istituto di Cibernetica Eduardo Caianiello, Italy Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2008 - 2008	WITCC 2008 - ISDA 2008 2nd Workshop on Intelligent Text Categorization and Clustering. Felipe M. G. França and Alberto Ferreira de Souza, co-organisers; https://www.cos.ufrj.br/~felipe/ISDA2008_WITCC.html (2008/11/26 - 2008/11/28) Workshop (Co-organisor)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil Universidade Federal do Espírito Santo, Brazil
2007 - 2007	WITCC 2007 - ISDA 2007 Workshop on Intelligent Text Categorization and Clustering. Felipe M. G. França and Alberto Ferreira de Souza, co-organizers; https://www.cos.ufrj.br/~felipe/witcc2007.html (2007/10/22 - 2007/10/25) Workshop (Co-organisor)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil Universidade Federal do Espírito Santo, Brazil
2003 - 2003	TRACES 2003 - ACM ICS'03 Workshop on Exploring the Trace Space for Dynamic Optimization Techniques. 2003, San Francisco, CA, USA; Co-Chair (with Bruce Childers, University of Pittsburgh) (2003/06/21 - 2003/06/21) Workshop (Co-organisor)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil University of Pittsburgh Department of Computer Science, United States
2000 - 2000	SBRN'2000 - 6th Brazilian Symposium on Neural Networks, Rio de Janeiro, Rj, Brazil; https://www.cos.ufrj.br/~felipe/sbrn2000/ (2000/11/22 - 2000/11/25) Symposium (President of the Organising Committee)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil

Jury of academic degree

	Topic Role	Candidate name (Type of degree) Institution / Organization
2024/07/10	Weightless Neural Networks for Fast, Low-Energy Inference (Thesis) Arguer	Zachary Susskind (PhD) The University of Texas at Austin Department of Electrical and Computer Engineering, United States
2024/03/11	NEW METHODS FOR THE DETERMINATION OF THE THREE-DIMENSIONAL STRUCTURE OF PROTEINS AND NANOPARTICLES (Thesis) Main arguer	Gabriel Pineschi Braun (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2023/10/25	Preditive Maintenance – Identifying Anomalies with WiSARD (Thesis) Main arguer	José Luís Pinto (Master) Universidade do Porto Faculdade de Economia, Portugal
2023/07/14	AUTOMATIC DETECTION OF DISEASES IN PAPAYA FRUITS FROM IMAGE ANALYSIS USING DEEP NEURAL NETWORKS (Thesis) Main arguer	Jairo Lucas de Moraes (PhD) Universidade Federal do Espírito Santo, Brazil
2022/11/15	Contribuição para a adoção de animais no sistema Petfinder através da previsão de "Pawpularity" (Thesis) Main arguer	Nuno Miguel Pinto Rocha (Master) Universidade do Porto Faculdade de Ciências, Portugal
2021/12/17	Accelerating Capsule Networks with Lanes (Thesis) Main arguer	Vanderson Martins do Rosario (PhD) Universidade de Campinas Centro de Computação em Engenharia e Ciências, Brazil
2021/11/19	NEW PROPOSALS, WITH EVALUATIONS, OF PREVENTIVE AND REACTIVE TECHNIQUES AGAINST ATTACKS ON THE INTERNET AND NEXT GENERATION NETWORKS (Thesis) Arguer	Renato Souza Silva (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2021/04/07	DATAFLOW FRAMEWORK FOR HIGH PERFORMANCE PARALLEL COMPUTING APPLIED TO SPARSE LINEAR SYSTEMS (Thesis) Arguer	Leonardo da Silva Gasparini (Master) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2020	TIME SYNCHRONIZATION AND RESOURCE MANAGEMENT IN INTERNET OF THINGS SYSTEMS (Thesis) Arguer	Tiago Cariolano de Souza Xavier (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2019	NOVEL TECHNIQUES FOR MAPPING AND LOCALIZATION OF SELF-DRIVING CARS USING GRID MAPS (Thesis) Main arguer	Filipe Wall Mutz (PhD) Universidade Federal do Espírito Santo, Brazil
2019	COMPUTATIONAL METHODOLOGY FOR THE STUDY OF STELLAR MOVING GROUPS (Thesis) Arguer	Josina Oliveira do Nascimento (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2019	APPLICATION OF A HYBRID COMPUTING MODEL FOR REFERENCE EVAPOTRANSPIRATION (ETo) ESTIMATION AS AN IRRIGATION SUPPORT TOOL (Thesis) Main arguer	ELUÃ RAMOS COUTINHO (PhD) Universidade Federal Rural do Rio de Janeiro, Brazil
2019	AN APPROACH FOR EVALUATING AND MITIGATING INTRA-APPLICATION I/O PERFORMANCE VARIABILITY OVER PARALLEL FILE SYSTEMS (Thesis) Main arguer	Eduardo Camilo Inacio (PhD) Universidade Federal de Santa Catarina, Brazil
2018	FAULT DETECTION AND DIAGNOSIS IN DYNAMIC SYSTEMS USING WEIGHTLESS NEURAL NETWORKS (Thesis) Main arguer	José Carlos Martins Oliveira (PhD) Universidade Federal da Bahia, Brazil Akademiia Federal'noi Sluzhby Bezopasnosti Rossiiskoi Federatsii, Russia
2017	MOTION FOR DATA PROCESSING OF FATAL ACCIDENTS IN RIO DE JANEIRO CITY WITH VIEWS ACT PREVENTIVELY IN REDUCING ITS OCCURRENCE (Thesis) Arguer	Paulo César Pêgas Ferreira (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2017	A COMPUTATIONAL SYSTEM OF INTERVENTION FOR SCREENING AND MONITORING READING IN THE PROPOSAL OF RTI (Thesis) Arguer	Jorge Juan Zavaleta Gavidia (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2017	STUDY AND DEVELOPMENT OF LOW POWER CONSUMPTION SRAMs ON 28 nm FD-SOI CMOS PROCESS (Thesis) Arguer	Luis Fabián Olivera Mederos (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2017	A qoc-based model for performance and qoe trade-off in distributed systems (Thesis) Main arguer	André D’Amato (PhD) Universidade Federal de Santa Catarina, Brazil
2017	Job Scheduling in Elastic Virtualized Environments (Thesis) Main arguer	Henrique de Medeiros Klôh (PhD) Universidade Federal Fluminense Instituto de Computação, Brazil
2017	PROBABILISTIC CELLULAR AUTOMATA WITH APPLICATIONS TO BIOLOGICAL SYSTEMS (Thesis) Arguer	Kátia Kelvis Cassiano Lozano (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2016	An Autonomous Approach to Manage Scientific Workflows in Shared and Heterogeneous Computational Environments (Thesis) Main arguer	Rafael Burlamaqui Amaral (PhD) Universidade Federal Fluminense Instituto de Computação, Brazil
2016	AN INTELLIGENT RECOMMENDATION SYSTEM BASED ON VIDEO LECTURES FOR DISTANCE EDUCATION (REVELATION) (Thesis) Arguer	Gaspare Giuliano Elias Bruno (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2016	Online Thread and Data Mapping Using the Memory Management Unit (Thesis) Main arguer	EDUARDO HENRIQUE MOLINA DA CRUZ (PhD) Universidade Federal do Rio Grande do Sul Instituto de Informática, Brazil
2016	Exploring Local Search Strategies in a CPU/GPU Environment (Thesis) Main arguer	Eyder Franco Sousa Rios (PhD) Universidade Federal Fluminense Instituto de Computação, Brazil
2016	Sparse Analisys of Information Flow (Thesis) Main arguer	Bruno Rodrigues Silva (PhD) Universidade Federal de Minas Gerais, Brazil
2015	Visual Tracking System of Objects Based in Ocular Saccadic Movements (Thesis) Main arguer	Mariella Berger Andrade (PhD) Universidade Federal do Espírito Santo, Brazil
2015	Global Synchronization of Phisical Cloks and Evaluation of Elastic Computational Environments (Thesis) Arguer	Diego Leonel Cadette Dutra (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2015	INFORMATION CENTRIC NETWORKS WITH COUPLED PROBABILISTIC SEARCH AND CACHING POLICIES (Thesis) Arguer	Guilherme de Melo Baptista Domingues (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2015	On the Efficient Design of Extreme Learning Machines using Intrinsic Plasticity and Evolutionary Computation Approaches (Thesis) Main arguer	Ananda Lima Freire (PhD) Universidade Federal do Ceará, Brazil
2015	MODELING, PREDICTING AND CONTROLLING TRAFFIC JAM IN VEHICULAR NETWORKS (Thesis) Main arguer	ANNA IZABEL JOÃO TOSTES RIBEIRO (PhD) Universidade Federal de Minas Gerais, Brazil
2015	Self-organization and Demonstration Learning in the Determination of Robotic Walking (Thesis) Main arguer	Orivaldo Vieira de Santana Junior (PhD) Universidade Federal de Pernambuco Centro de Informática, Brazil
2015	Metrological Approach to the Force Exerted by the Axle of Road Vehicle in Motion Carrying Liquid (Thesis) Arguer	Luciano Bruno Faruolo (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2013	Weightless Neural Networks for Face and Pattern Recognition: An Evaluation using Open-Source Databases (Thesis) Main arguer	Kazimali M. M. J. Khaki (PhD) Brunel University College of Engineering Design and Physical Sciences, United Kingdom
2013	Euclidean Steiner Problem in Spaces of Dimension Greater than or Equal Three: Exact Models and Heuristics (Thesis) Arguer	Brígida Alexandre Sartini (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2013	Study on Kernel Density Estimation: Feature Selection Methods and Smoothing Parameter Estimation (Thesis) Main arguer	Maria Fernanda Barbosa Wanderley (PhD) Universidade Federal de Minas Gerais Escola de Engenharia, Brazil
2013	Oriented Coloring: A Structural and Complexity Approach (Thesis) Arguer	Hebert Coelho da Silva (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2013	Sequential and Parallel Algorithms for Molecular Geometry Problems (Thesis) Arguer	Warley Gramacho da Silva (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2011/12/14	FEATURE SELECTION WITH ORDERED SEARCH AND LARGE MARGIN CLASSIFIERS (Thesis) Arguer	Saulo Moraes Villela (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2011/08	INFORMATION INTEGRATION AND SYNCHRONIZATION IN AN ARTIFICIAL NEOCORTEX (Thesis) Arguer	Andre Nathan (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2011/02	HYDRODINAMIC STUDY OF THE BODY OF A INSPECTION PIG WITH BY-PASS AND A BATTERY RECHARGING TURBINE (Thesis) Arguer	Ricardo Emiro Ramírez Heredia (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2010/07/16	DISTANCES IN RANDOM GEOMETRIC GRAPHS AND THEIR APPLICATIONS TO THE LOCALIZATION PROBLEM IN SENSOR NETWORKS (Thesis) Arguer	Rodrigo Simões Câmara Leão (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2010/06	Static Scheduling of Bi-Objective and Fault-Tolerant Tasks for Distributed Systems (Thesis) Arguer	Idalmis Milián Sardiña (PhD) Universidade Federal Fluminense Instituto de Computação, Brazil
2010/03	MECHATRONICS ARCHITECTURE FOR NAVIGATION FOR AUTOMATED GUIDED VEHICLES WITH TRAILERS ON ENVIRONMENTS OF FLEXIBLE MANUFACTURING SYSTEMS (Thesis) Arguer	Omar Lengerke Pérez (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2009	Computational Models for the Identification of Genomic Information Associated to the Resistence to Catle Tick (Thesis) Arguer	Wagner Antonio Arbex (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2009	Characterization of Human Mobility and Models of Mobility Models and their Influences on Mobile Networks (Thesis) Arguer	Carlos Alberto Vieira Campos (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2008/09	A NEW METODOLOGY TO IMPROVE CLASSIFIERS BASED ON ILP (Thesis) Arguer	Rogerio Lopes Salvini (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2008/07/23	Integral Equations via Domain Theory (Direct and Inverse Problems) (Thesis) Main arguer	Antônio Espósito Júnior (PhD) Universidade do Estado do Rio de Janeiro, Brazil
2008/06	DESIGN OF DIGITAL FILTERS AND SOURCE SEPARATION USING FUZZY ADAPTIVE SIMULATED ANNEALING (Thesis) Arguer	Hime Aguiar e Oliveira Junior (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2008/02	BIOMIMETIC CONTROL SYSTEM OF A ROBOTIC MANIPULATOR BASED ON FUSION OF MYOELECTRIC AND VISUAL INFORMATION (Thesis) Arguer	Gustavo Luís Furtado Vicente (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2008	An Alternative Model for Efficient Execution of Parallel MPI Applications in Computational Grids (Thesis) Arguer	Alexandre da Costa Sena (PhD) Universidade Federal Fluminense Instituto de Computação, Brazil
2008	Transparent Reconfigurable Architecture for Heterogeneous Applications (Thesis) Arguer	Antonio Carlos Schneider Beck FIlho (PhD) Universidade Federal do Rio Grande do Sul Instituto de Informática, Brazil
2007/12/12	SCALABLE STRATEGIES FOR ON DEMAND DELIVERY OF CONTINUOUS MEDIA OVER WIRELESS NETWORKS (Thesis) Arguer	Leonardo Bidese de Pinho (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2007/09	ANALOG CMOS INTERPOLATORS FILTERS WITH OPTIMUM POLE-ZERO ALLOCATIONS (Thesis) Arguer	Frederico Celestino Pontes (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2007/03/27	COMPUTATIONAL CORROBORATION BY MOLECULAR DOCKING FOR THE AUTOIMMUNE HYPOTHESIS FOR SCHIZOPHRENIA (Thesis) Arguer	Guilherme de Souza Lima Brito (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2007/02/06	TRICOORD+ : AN EXTENSION OF THE TRICOORD MODEL FOR CONFLICT RESOLUTION IN MULTIAGENT SYSTEMS (Thesis) Arguer	José Avelino Placca (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2007	Design Space Exploration of SW and HW IP-based on Object Oriented Methodology for Embedded System Applications (Thesis) Arguer	Júlio Carlos Balzano de Mattos (PhD) Universidade Federal do Rio Grande do Sul Instituto de Informática, Brazil
2006/08/25	REPRESENTATIONS FOR THE MODULAR PAIRS OF A GRAPH (Thesis) Arguer	Noemi Costa dos Santos (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2006/06/25	OPTIMAL TREES IN GRAPHS: MODELS, ALGORITHMS AND APPLICATIONS (Thesis) Arguer	Alexandre Salles da Cunha (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2006/03/28	AUTOMATIC CONSTRAINT PARTITIONING (Thesis) Arguer	Marluce Rodrigues Pereira (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2006/03/28	GRAND: A MODEL FOR HIERARCHICAL APPLICATION MANAGEMENT IN GRID COMPUTING ENVIRONMENT (Thesis) Arguer	Patrícia Kayser Vargas Mangan (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2006/02/22	Projeto e Implementação de Circuitos Classificadores Digitais com Controle de Generalização Baseado na Regra do Vizinho-mais-próximo Modificada (Thesis) Arguer	Wilian Soares Lacerda (PhD) Universidade Federal de Minas Gerais Departamento de Engenharia Eletrônica, Brazil
2005/05	A New Learning Technique to Optimize de Performance of Instruction Caches (Thesis) Arguer	Carlos Augusto Garcia Assis (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2005	Quelques contribuitions à l'algorithmique distribuée: Réseaux de capteurs et génération de nombres premiers (Thesis) Main arguer	Gabriel Antoine Louis Paillard (PhD) Laboratoire d'Informatique de Paris-nord, France Université Sorbonne Paris Nord, France
2005	DESGN OF IIR SWITCHED-CAPACITOR FILTERS USING FIR SECTIONS (Thesis) Arguer	Jacqueline Silva Pereira (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2004	Reusing values in a dynamic conditional execution architecture (Thesis) Arguer	Tatiana Gadelha Serra dos Santos (PhD) Universidade Federal do Rio Grande do Sul Instituto de Informática, Brazil
2004	ONNIS-GI: An Oscillatory Neural Network for Image Segmentation Implemented in Massively Parallel Architecture (Thesis) Arguer	Dênis Fernandes (PhD) Universidade Federal do Rio Grande do Sul Instituto de Informática, Brazil
2004	Neural modules for false memories modelling (Thesis) Arguer	Renato Ferrari Pacheco (PhD) Universidade de São Paulo Escola de Engenharia de São Carlos, Brazil
2004	Topological reinforcement learning agent (Thesis) Arguer	Arthur Plínio de Souza Braga (PhD) Universidade de São Paulo Escola de Engenharia de São Carlos, Brazil
2001/05	Immune Engineering: Development and Application of Computational Tools Inspired by Artificial Immune Systems (Thesis) Arguer	Leandro Nunes de Castro SIlva (PhD) Universidade Estadual de Campinas Faculdade de Engenharia Elétrica e de Computação, Brazil
2001/05	Classification of Noise Radiated by Ships Using Neural Networks (Thesis) Arguer	William Soares Filho (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2000/09/25	OPTIMIZING MULTIPLE INSTRUCTION DISPATCH IN SUPERSCALAR ARCHITECTURES (Thesis) Arguer	Gabriel Pereira da Silva (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
1999/11/03	A ROBOTIC CONTROL SYSTEM FOR INTEGRATION OF MULTI-MODAL SENSORY INFORMATION (Thesis) Arguer	Luiz Marcos Garcia Gonçalves (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
1998/08/04	Some Results About Nonplanarity Invariants in Graphs: an Analysis of Structure and Cornplexity (Thesis) Arguer	Luerbio Faria (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
1995/12/19	Distributed Simdation of Systems with a Hybrid Time Evolution Nature President of the jury	Roseli Suzi Wedemann (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
1994/12	Global Predicate Detection in Distributed Parallel Programs (Thesis) Arguer	Lúcia Maria de Assumpção Drummond (PhD) Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil

Ad Hoc journal article review

	Journal title (ISSN)	Publisher
2023/11/03 - Current	ACM Transactions on Intelligent Systems and Technology	ACM
2023/10 - Current	Results in Engineering (2590-1230)	Elsevier
2023/09 - 2023/10	Annals of Operations Research (1572-9338)	Springer Nature

Association member

	Society Organization name	Role
2001 - Current	ACM - Association for Computing Machinery	Member
1992 - Current	IEEE - The Institute of Electrical and Electronics Engineers	Senior Member

Course / Discipline taught

	Academic session	Degree Subject (Type)	Institution / Organization
2021/05/03 - 2021/07/31	CPS703 - Computer Architecture II	Systems Engineering and Computer Science Program (Master)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2020/06 - 2020/08	CPS841 - Weightless Neural Networks	Systems Engineering and Computer Science Program (Doctor of Philosophy)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2019/09 - 2019/11	CPS841 - Weightless Neural Networks	Systems Engineering and Computer Science Program (Doctor of Philosophy)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2018/09 - 2018/11	COS845- Special Topics in Artificial Intelligence II	Systems Engineering and Computer Science Program (Doctor of Philosophy)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2018/03 - 2018/07	COS011 - Collective Robotics	Information and Computing Engineering, Automation and Control Engineering (Bachelor)	Universidade Federal do Rio de Janeiro Escola Politécnica, Brazil
2017/09 - 2017/11	COS845- Special Topics in Artificial Intelligence II	Systems Engineering and Computer Science Program (Doctor of Philosophy)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2017/06 - 2017/08	CPS703 - Computer Architecture II	Systems Engineering and Computer Science Program (Master)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2017/03 - 2017/07	COS011 - Collective Robotics	Information and Computing Engineering, Automation and Control Engineering (Bachelor)	Universidade Federal do Rio de Janeiro Escola Politécnica, Brazil
2016/09 - 2016/11	CPS841 - Weightless Neural Networks	Systems Engineering and Computer Science Program (Doctor of Philosophy)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2016/06 - 2016/08	CPS703 - Computer Architecture II	Systems Engineering and Computer Science Program (Master)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2016/03 - 2016/07	COS011 - Collective Robotics	Information and Computing Engineering, Automation and Control Engineering (Bachelor)	Universidade Federal do Rio de Janeiro Escola Politécnica, Brazil
2016/04 - 2016/06	COS867- Special Topics in Concurrency	Systems Engineering and Computer Science Program (Doctor of Philosophy)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2016/03 - 2016/05	CPS764 - Reconfigurable Machines	Systems Engineering and Computer Science Program (Master)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2015/09 - 2015/11	CPS841 - Weightless Neural Networks	Systems Engineering and Computer Science Program (Doctor of Philosophy)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2015/06 - 2015/08	CPS703 - Computer Architecture II	Systems Engineering and Computer Science Program (Master)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2015/03 - 2015/07	COE609 - Special Topics in Control and Automation	Information and Computing Engineering and Automation and Control Engineering (Bachelor)	Universidade Federal do Rio de Janeiro Escola Politécnica, Brazil
2014/09 - 2014/11	CPS841 - Weightless Neural Networks	Systems Engineering and Computer Science Program (Master)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2014/06 - 2014/08	CPS703 - Computer Architecture II	Systems Engineering and Computer Science Program (Master)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2014/03 - 2014/07	COE609 - Special Topics in Control and Automation	Information and Computing Engineering and Automation and Control Engineering (Bachelor)	Universidade Federal do Rio de Janeiro Escola Politécnica, Brazil
2013/09 - 2013/11	CPS841 - Weightless Neural Networks	Systems Engineering and Computer Science Program (Doctor of Philosophy)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2013/06 - 2013/08	COS846-Special Topics in Artificial Intelligence III	Systems Engineering and Computer Science Program (Doctor of Philosophy)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2013/06 - 2013/08	CPS703 - Computer Architecture II	Systems Engineering and Computer Science Program (Master)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2013/03 - 2013/07	COE609 - Special Topics in Control and Automation	Information and Computing Engineering and Automation and Control Engineering (Bachelor)	Universidade Federal do Rio de Janeiro Escola Politécnica, Brazil
2013/03 - 2013/05	COS845- Special Topics in Artificial Intelligence II	Systems Engineering and Computer Science Program (Doctor of Philosophy)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2013/03 - 2013/05	COS840- Special Topics in Artificial Intelligence	Systems Engineering and Computer Science Program (Doctor of Philosophy)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2012/09 - 2012/11	CPS841 - Weightless Neural Networks	Systems Engineering and Computer Science Program (Doctor of Philosophy)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2012/06 - 2012/08	CPS703 - Computer Architecture II	Systems Engineering and Computer Science Program (Master)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2012/03 - 2012/07	COE609 - Special Topics in Control and Automation	Information and Computing Engineering and Automation and Control Engineering (Bachelor)	Universidade Federal do Rio de Janeiro Escola Politécnica, Brazil
2011/09 - 2011/11	CPS841 - Weightless Neural Networks	Systems Engineering and Computer Science Program (Master)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2011/06 - 2011/08	CPS703 - Computer Architecture II	Systems Engineering and Computer Science Program	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2011/03 - 2011/07	COE609 - Special Topics in Control and Automation	Information and Computing Engineering and Automation and Control Engineering (Bachelor)	Universidade Federal do Rio de Janeiro Escola Politécnica, Brazil
2010/04 - 2010/06	COS763 - Microprogrammed Architectures	Systems Engineering and Computer Science Program (Master)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2010/04 - 2010/06	CPS703 - Computer Architecture II	Systems Engineering and Computer Science Program (Master)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2010/03 - 2010/05	COS703 - Computer Architecture I	Systems Engineering and Computer Science Program (Master)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2009/08 - 2009/12	EEL872 - Parallel and Distributed Computing	Electronic and Computer Engineering and Information and Computing Engineering (Bachelor)	Universidade Federal do Rio de Janeiro Escola Politécnica, Brazil
2009/09 - 2009/11	CPS841 - Weightless Neural Networks	Systems Engineering and Computer Science Program (Master)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2009/09 - 2009/11	CPS703 - Computer Architecture II	Systems Engineering and Computer Science Program (Master)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2009/09 - 2009/11	COS884 -Special Topics in Mathematical Programming	Systems Engineering and Computer Science Program (Doctor of Philosophy)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2009/03 - 2009/07	EEL872 - Parallel and Distributed Computing	Electronic and Computer Engineering and Information and Computing Engineering (Bachelor)	Universidade Federal do Rio de Janeiro Escola Politécnica, Brazil
2009/03 - 2009/05	COS703 - Computer Architecture I	Systems Engineering and Computer Science Program (Master)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2009/03 - 2009/05	COS867- Special Topics in Concurrency	Systems Engineering and Computer Science Program (Doctor of Philosophy)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2008/08 - 2008/12	EEL872 - Parallel and Distributed Computing	Electronic and Computer Engineering and Information and Computing Engineering (Bachelor)	Universidade Federal do Rio de Janeiro Escola Politécnica, Brazil
2008/09 - 2008/11	CPS703 - Computer Architecture II	Systems Engineering and Computer Science Program (Master)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2008/09 - 2008/11	CPS841 - Weightless Neural Networks	Systems Engineering and Computer Science Program (Doctor of Philosophy)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2008/03 - 2008/07	EEL872 - Parallel and Distributed Computing	Electronic and Computer Engineering and Information and Computing Engineering (Bachelor)	Universidade Federal do Rio de Janeiro Escola Politécnica, Brazil
2007/09 - 2007/12	CPS703 - Computer Architecture II	Systems Engineering and Computer Science Program (Master)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2007/07 - 2007/12	EEL872 - Parallel and Distributed Computing	Electronic and Computer Engineering and Information and Computing Engineering (Bachelor)	Universidade Federal do Rio de Janeiro Escola Politécnica, Brazil
2007/09 - 2007/11	CPS841 - Weightless Neural Networks	Systems Engineering and Computer Science Program (Doctor of Philosophy)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2007/06 - 2007/08	COS773 - Operating Systems	Systems Engineering and Computer Science Program (Master)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2007/06 - 2007/08	COS761 - Concurrent Programming	Systems Engineering and Computer Science Program (Master)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2007/03 - 2007/07	EEL872 - Parallel and Distributed Computing	Electronic and Computer Engineering and Information and Computing Engineering (Bachelor)	Universidade Federal do Rio de Janeiro Escola Politécnica, Brazil
2007/03 - 2007/07	COS470 - Distributed Systems	Electronic and Computer Engineering and Information and Computing Engineering (Bachelor)	Universidade Federal do Rio de Janeiro Escola Politécnica, Brazil
2007/03 - 2007/06	COS867- Special Topics in Concurrency	Systems Engineering and Computer Science Program (Doctor of Philosophy)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2007/03 - 2007/06	COS703 - Computer Architecture I	Systems Engineering and Computer Science Program (Master)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2006/08 - 2006/12	EEL872 - Parallel and Distributed Computing	Electronic and Computer Engineering and Information and Computing Engineering (Bachelor)	Universidade Federal do Rio de Janeiro Escola Politécnica, Brazil
2006/03 - 2006/07	EEL872 - Parallel and Distributed Computing	Electronic and Computer Engineering and Information and Computing Engineering (Bachelor)	Universidade Federal do Rio de Janeiro Escola Politécnica, Brazil
2006/03 - 2006/05	COS703 - Computer Architecture I	Systems Engineering and Computer Science Program (Master)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2005/09 - 2005/11	CPS703 - Computer Architecture II	Systems Engineering and Computer Science Program (Master)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2005/03 - 2005/07	EEL480 - Digital Systems	Information and Computing Engineering (Bachelor)	Universidade Federal do Rio de Janeiro Escola Politécnica, Brazil
2005/03 - 2005/07	EEL872 - Parallel and Distributed Computing	Electronic and Computer Engineering and Information and Computing Engineering (Bachelor)	Universidade Federal do Rio de Janeiro Escola Politécnica, Brazil
2005/03 - 2005/07	COS703 - Computer Architecture I	Systems Engineering and Computer Science Program (Bachelor)	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil

Evaluation committee

	Activity description Role	Institution / Organization
2024/06/07 - 2024/06/07	Member of the Jury: Full Professorship of Dr Luiz Maltar Castelo Branco Member	Universidade Federal Rural do Rio de Janeiro, Brazil
2022/09/16 - 2022/09/16	Evaluator of Full Professorship of Gabriel Antoine Louis Paillard	Universidade Federal do Ceará, Brazil
2022/08/22 - 2022/08/22	Evaluator of Full Professorship of Marcelo Lobosco Evaluator	Universidade Federal de Juiz de Fora, Brazil
2022/06/20 - 2022/06/20	Full Professorship of Roseli Suzi Wedmann Evaluator	Universidade do Estado do Rio de Janeiro, Brazil
2021/12/16 - 2021/12/16	Member of the Jury: Full Professorship of Dr Elias de Oliveira Evaluator	Universidade Federal do Espírito Santo, Brazil
2021/05/28 - 2021/05/28	Member of the Jury: Full Professorship of Dr Rosa Maria Esteves Moreira da Costa Evaluator	Universidade do Estado do Rio de Janeiro Instituto de Matemática e Estatística, Brazil
2019 - 2019	Member of the Jury: Full Professorship of Dr Maria Clícia Stelling de Castro Evaluator	Universidade do Estado do Rio de Janeiro Instituto de Matemática e Estatística, Brazil
2018 - 2018	Member of the Jury: Full Professorship of Dr Alexandre Sztajnberg Evaluator	Universidade do Estado do Rio de Janeiro Instituto de Matemática e Estatística, Brazil
2018 - 2018	Member of the Jury: Full Professorship of Dr Cristiana Barbosa Bentes Evaluator	Universidade do Estado do Rio de Janeiro Instituto de Matemática e Estatística, Brazil
2015 - 2015	President of the Jury: Full Professorship of Docteur Jules G. Slama Evaluator	Universidade Federal do Rio de Janeiro Instituto Alberto Luiz Coimbra de Pós-Graduação e Pesquisa de Engenharia, Brazil
2015 - 2015	Member of the Jury: Full Professorship of Dr Lúcia M. A. Drummond Evaluator	Universidade Federal Fluminense Instituto de Computação, Brazil
2014 - 2014	Member of the Jury: competition for the position of Assistant Professor Member	Universidade Federal do Rio Grande do Sul Instituto de Informática, Brazil
2009 - 2009	Member of the Jury: competition for the position of Assistant Professor Evaluator	Universidade Federal Rural do Rio de Janeiro, Brazil
2008 - 2008	Member of the Jury: competition for the position of Assistant Professor Evaluator	Universidade do Estado do Rio de Janeiro, Brazil
2006 - 2006	Member of the Jury: competition for the position of Assistant Professor Member	Universidade Federal Rural do Rio de Janeiro, Brazil
2005 - 2005	Member of the Jury: competition for the position of Assistant Professor Evaluator	Fundação de Apoio à Escola Técnica, Brazil
2005 - 2005	President of the Jury: competition for the position of Assistant Professor Evaluator	Fundação de Apoio à Escola Técnica, Brazil
1996 - 1996	Member of the Jury: competition for the position of Assistant Professor Evaluator	Universidade Federal de Minas Gerais Departamento de Engenharia Eletrônica, Brazil

Journal scientific committee

	Journal title (ISSN)	Publisher
2023/10/30 - Current	International Journal of Data Science and Analytics (2364-4168)	Springer Nature
2021/11 - Current	IEEE Access (2169-3536)	IEEE
2021/11 - Current	Future Generation Computer Systems (0167-739X)	Elsevier
2021/09 - Current	The IEEE Robotics and Automation Letters (2377-3766)	IEEE Robotics & Automation Society (RAS)
2021/04 - Current	Journal of Parallel and Distributed Computing (0743-7315)	Elsevier
2021/01 - Current	Machine Learning (0885-6125)	Springer
2021/01 - Current	Cognitive Computation (1866-9956)	Springer
2020 - 2021	Journal of Computer Languages ( 2590-1184)	Elsevier
2019 - 2021	RAIRO - Operations Research (1290-3868)	EDP Sciences
2006 - 2021	Neurocomputing (0925-2312)	Elsevier
2019 - 2019	International Journal of Social Robotics (1875-4805)	Springer-Verlag
2017 - 2017	Case Studies on Transport Policy (2213-624X)	Elsevier
2016 - 2017	IEEE Transactions on Circuits and Systems (1558-1276)	Institute of Electrical and Electronics Engineers
2012 - 2017	JUCS - Journal of Universal Computer Science (0948-6968)	Verlag der Technischen Universitat Graz
2016 - 2016	Concurrency and Computation Practice and Experience (1532-0634)	Wiley (John Wiley & Sons)
2014 - 2014	IEEE Transactions on Wireless Communications (1558-2248)	Institute of Electrical and Electronics Engineers
2013 - 2013	EURASIP Journal on Wireless Communications and Networking (1687-1499)	Springer (Biomed Central Ltd.)
2013 - 2013	C&T. Revista Militar de Ciência e Tecnologia (2316-4522)	Exército Brasileiro
2010 - 2013	Journal of Systems Architecture (1383-7621)	Elsevier
2011 - 2012	International Journal of Data Analysis Techniques and Strategies (1755-8069)	Inderscience Enterprises Ltd.
2011 - 2011	Neural Computing & Applications (0941-0643)	Springer
2001 - 2011	Lecture Notes in Computer Science ( 0302-9743)	Springer
2010 - 2010	International Journal of Information Systems and Supply Chain Management (1935-5734)	IGI Global
2010 - 2010	Neural Processing Letters (1370-4621)	Springer
2007 - 2007	International Journal of Parallel Programming (1573-7640)	Springer-Verlag
2007 - 2007	International Journal of Computational Intelligence Research (0974-1259)	Soft Computing and Intelligent Information Systems
2006 - 2007	Journal of Communication and Information Systems (1980-6604)	Brazilian Telecommunications Society
2006 - 2006	Journal of the Brazilian Computer Society (1678-4804)	Springer (Biomed Central Ltd.)
2005 - 2005	Journal of Integrated Circuits and Systems (1807-1953)	Sociedade Brasileira de Computação/Sociedade Brasileira de Microeletrônica
2000 - 2001	International journal of computer research (0922-5773)	Nova Science Publishers
2000 - 2001	IEEE Transactions on Computers (1557-9956)	Institute of Electrical and Electronics Engineers
2000 - 2000	IEEE Design and Test of Computers (0740-7475)	IEEE Press
1997 - 1997	Parallel Computing (0167-8191)	Elsevier

Distinctions

Award

2017	Best Paper Award: 6th Workshop on Parallel Programming Models, MPP 2017 "Towards a Dataflow Runtime Environment for Edge, Fog and In-Situ Computing", SBAC-PADW 2017. IEEE Computer Society, United States Sociedade Brasileira de Computação, Brazil
2016	Tércio Pacitti Award - Computer Education, Brazilian Computer Society (SBC). Sociedade Brasileira de Computação, Brazil
2016	Alexandre Solon Nery's advisor - Best PhD thesis - Prêmio Gilberto Velho de Teses, UFRJ - 2015 - Ciências Tecnológicas e da Natureza Universidade Federal do Rio de Janeiro, Brazil
2015	Best Paper Award: 4th Workshop on Parallel Programming Models, MPP 2015, "A Parallel Implementation of Data Fusion Algorithm Using Gamma". IEEE Computer Society Press, United States Sociedade Brasileira de Computação, Brazil International Federation for Information Processing, Austria
2011	Best Paper Award: 14th Euromicro Conference on Digital System Design 2011, DSD 2011, "A Parallel Ray Tracing Architecture Suitable for Application-Specific Hardware and GPGPU implementations". Euromicro, Germany
2010	Best Paper Award: 1st Workshop on Applications for Multi and Many Core Architectures (WAMMCA), "TALM: A Hybrid Execution Model with Distributed Speculation" IEEE Computer Society, United States Sociedade Brasileira de Computação, Brazil International Federation for Information Processing, Austria
2003	NEC Award for the BEST PAPER in the area of Applications in High-Performance Systems submitted to SBAC-PAD 2003. Sociedade Brasileira de Computação, Brazil International Federation for Information Processing, Austria
1982	Prêmio Miguel Aranha - 1o Lugar no I CTICC/Concurso de Trabalhos de Iniciação Científica em Computação Sociedade Brasileira de Computação, Brazil

Other distinction

2023	Best paper runner up award, 34th IEEE International Conference on Application-specific Systems, Architectures and Processors, ASAP 2023, PORTO
2022	Best paper runner up award, 33rd IEEE International Conference on Application-specific Systems, Architectures and Processors, ASAP 2022, GOTHENBURG
2020	Leandro Santiago de Araujo's advisor, Finalist on Best PhD thesis on Computer Architecture and High-performance Computing Award, WSCAD 2020. Sociedade Brasileira de Computação, Brazil
2019	Best Student Paper (Advisor): Carlos E. Marciano, Minimum Concurrency for Assembling Computer Music, INOC 2019. European Network Optimization Group, United Kingdom
2018	Caio B. G. de Carvalho's advisor, Finalist on Best MSc thesis on Computer Architecture and High-performance Computing Award, WSCAD 2018. Sociedade Brasileira de Computação, Brazil
2007	Author of the first patent granted to a Brazilian university in the Computer Science area: BR PI9703819-9. Instituto Nacional da Propriedade Industrial, Brazil
1988	Orientador de trabalho premiado em 1o lugar - VIII CTICC/Concurso de Trabalhos de Iniciação Científica em Computação Sociedade Brasileira de Computação, Brazil