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Joao Reis. Attends the Mestrado in Mestrado Integrado em Engenharia Informática e Computação by Universidade do Porto since 2007. Is Researcher in Universidade do Porto Centro de Investigação em Sistemas e Tecnologias. Published 2 articles in journals. Has 1 section(s) of books. Works in the area(s) of Engineering and Technology with emphasis on Electrotechnical Engineering, Electronics and Informatics with emphasis on Robotics and Automatic Control. In their professional activities interacted with 31 collaborator(s) co-authorship of scientific papers. In his curriculum Ciência Vitae the most frequent terms in the context of scientific, technological and artistic-cultural output are: Robotics; Automation; Control; Machine Learning; Artificial Intelligence; .
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Identificação

Identificação pessoal

Nome completo
João Pedro Correia dos Reis

Nomes de citação

  • Reis, João Pedro Correia dos

Identificadores de autor

Ciência ID
9C11-5309-43A1
ORCID iD
0000-0002-1986-8366

Telefones

Telemóvel
  • (+351) 917983448 (Pessoal)

Domínios de atuação

  • Ciências da Engenharia e Tecnologias - Engenharia Eletrotécnica, Eletrónica e Informática - Robótica

Idiomas

Idioma Conversação Leitura Escrita Compreensão Peer-review
Português (Idioma materno)
Inglês Utilizador independente (B2) Utilizador proficiente (C1) Utilizador independente (B2) Utilizador proficiente (C1) Utilizador proficiente (C1)
Espanhol; Castelhano Utilizador independente (B1) Utilizador independente (B1) Utilizador independente (B1) Utilizador proficiente (C2) Utilizador independente (B1)
Formação
Grau Classificação
2013/09 - 2019/02
Concluído
 Doctoral Program in Informatics Engineering (Doutoramento)
Universidade do Porto Faculdade de Engenharia, Portugal
2007 - 2012
Concluído
 Mestrado Integrado em Engenharia Informática e Computação (Mestrado)
Universidade do Porto, Portugal
"Multi-agent system for simulation and validation of scenarios" (TESE/DISSERTAÇÃO)
Percurso profissional

Ciência

Categoria Profissional
Instituição de acolhimento 		Empregador
2013/02/01 - Atual Investigador (Investigação) Universidade do Porto Centro de Investigação em Sistemas e Tecnologias, Portugal
Projetos

Bolsa

Designação Financiadores
2015/10 - 2017/08 SelSus - Health Monitoring and Life-Long Capability Management for SELf-SUStaining Manufacturing Systems
609382
Investigador
Universidade do Porto Faculdade de Engenharia, Portugal
Concluído
2013/02 - 2015/09 I-RAMP³
314329
Investigador
Universidade do Porto Faculdade de Engenharia, Portugal
Concluído
Produções

Publicações

Artigo em conferência
  1. Gonçalves, T.; Reis, J.; Gonçalves, G.; Calejo, M.; Seco, M.. "Predictive Models in the Diagnosis of Parkinson’s Disease Through Voice Analysis". 2024.
    10.1007/978-3-031-66336-9_42
  2. Macedo, A.; Antão, L.; Reis, J.; Gonãlves, G.. "Dynamic Task Graphs for Teams in Collaborative Assembly Processes". 2023.
    10.5220/0011628500003393
  3. Juijn, G.; Stoimenova, N.; Reis, J.; Nguyen, D.. "Perceived Algorithmic Fairness using Organizational Justice Theory: An Empirical Case Study on Algorithmic Hiring". 2023.
    10.1145/3600211.3604677
  4. Pereira, E.; Reis, J.; Gonçalves, G.; Reis, L.P.; Rocha, A.P.. "Dutch Auction Based Approach for Task/Resource Allocation". 2022.
    10.1007/978-3-030-79168-1_30
  5. Antão, L.; Santos, L.; Reis, J.; Gonçalves, G.. "Reward Shaping Study for Sub-Goal Based Robotic Tasks". 2022.
    10.1109/RAAI56146.2022.10092972
  6. Pedro Furriel, J.; Pereira, E.; Reis, J.; Goncalves, G.. "Jurassic Park - A Centralized Software Modules Repository for IoT Devices". 2021.
    10.1109/MECO52532.2021.9460234
  7. Rossini, R.; Prato, G.; Conzon, D.; Pastrone, C.; Pereira, E.; Reis, J.; Goncalves, G.; et al. "AI environment for predictive maintenance in a manufacturing scenario". 2021.
    10.1109/ETFA45728.2021.9613359
  8. Dias, R.C.; Senna, P.P.; Gonçalves, A.F.; Reis, J.; Michalaros, N.; Alexopoulos, K.; Gomes, M.. "PREFAB framework - Product quality towards zero defects for melamine surface boards industry". 2021.
    10.1016/j.ifacol.2021.08.065
  9. Baltazar, C.; Reis, J.; Gonçalves, G.. "Prescriptive system for reconfigurable manufacturing systems considering variable demand and production rates". 2020.
  10. Rossini, R.; Conzon, D.; Prato, G.; Pastrone, C.; Reis, J.; Gonçalves, G.. "REPLICA: A solution for next generation iot and digital twin based fault diagnosis and predictive maintenance". 2020.
  11. Pereira, E.; Reis, J.; Gonçalves, G.. "DINASORE: A dynamic intelligent reconfiguration tool for cyber-physical production systems". 2020.
  12. Reis, João Pedro Correia dos. "Voxel-based Space Monitoring in Human-Robot Collaboration Environments". 2019.
    10.1109/etfa.2019.8869165
  13. Pereira, E.; Pinto, R.; Reis, J.; Gonçalves, G.. "MQTT-RD: A MQTT based resource discovery for machine to machine communication". 2019.
    10.5220/0007716201150124
  14. Reis, Joao; Goncalves, Gil. "Laser Seam Welding optimization using Inductive Transfer Learning with Artificial Neural Networks". Trabalho apresentado em IEEE 23rd International Conference on Emerging Technologies and Factory Automation (ETFA), Turin, 2018.
    Publicado • 10.1109/etfa.2018.8502599
  15. Antao, Liliana; Reis, Joao; Goncalves, Gil. "Continuous Maintenance System for Optimal Scheduling Based on Real-Time Machine Monitoring". Trabalho apresentado em IEEE 23rd International Conference on Emerging Technologies and Factory Automation (ETFA), Turin, 2018.
    10.1109/etfa.2018.8502612
  16. Antao, Liliana; Pinto, Rui; Reis, Joao; Goncalves, Gil; Pereira, Fernando Lobo. "Cooperative Human-Machine Interaction in Industrial Environments". Trabalho apresentado em 2018 13th APCA International Conference on Automatic Control and Soft Computing (CONTROLO), Açores, 2018.
    10.1109/controlo.2018.8514549
  17. Reis, João Pedro Correia dos. "Requirements for Testing and Validating the Industrial Internet of Things". 2018.
    10.1109/icstw.2018.00036
  18. Neto, L; Madsen, AL; Sondberg Jeppesen, N; Silva, R; Reis, J; McIntyre, P; Goncalves, G. "A component framework as an enabler for industrial cyber physical systems". 2018.
    10.1109/icphys.2018.8387682
  19. Aguiar, Susana; Pinto, Rui; Reis, Joao; Goncalves, Gil. "A Marketplace for Cyber-Physical Production Systems: Architecture and Key Enablers". Trabalho apresentado em The Sixth International Conference on Intelligent Systems and Applications, Nice, França, 2017.
    Publicado
  20. Silva, R; Reis, J; Neto, L; Goncalves, G. "Universal Parser for Wireless Sensor Networks in Industrial Cyber Physical Production Systems". 2017.
    10.1109/indin.2017.8104845
  21. Reis, J; Goncalves, G; Link, N; Reis, Joao; Goncalves, Gil; Link, Norbert. "Meta-process modeling methodology for process model generation in intelligent manufacturing". Trabalho apresentado em 43rd Annual Conference of the IEEE Industrial Electronics Society, Pequim, China, 2017.
    Publicado • 10.1109/iecon.2017.8216575
  22. Reis, J; Pinto, R; Goncalves, G; Reis, Joao; Pinto, Rui; Goncalves, Gil. "Human-Centered Application using Cyber-Physical Production System". Trabalho apresentado em 43rd Annual Conference of the IEEE Industrial Electronics Society, Pequim, China, 2017.
    Publicado • 10.1109/iecon.2017.8217517
  23. Neto, L; Reis, J; Silva, R; Goncalves, G; Neto, Luis; Reis, Joao; Silva, Ricardo; Goncalves, Gil. "Sensor SelComp, a smart component for the industrial sensor cloud of the future". Trabalho apresentado em 2017 IEEE International Conference on Industrial Technology (ICIT), Toronto, ON, 2017.
    Publicado • 10.1109/icit.2017.7915543
  24. Aguiar, Susana; Pinto, Rui; Reis, Joao; Goncalves, Gil. "Life-cycle Approach to Extend Equipment Re-use in Flexible Manufacturing". Trabalho apresentado em The Fifth International Conference on Intelligent Systems and Applications, Barcelona, Espanha, 2016.
    Publicado
  25. Neto, Luis; Reis, Joao; Guimaraes, Diana; Goncalves, Gil. "Sensor cloud: SmartComponent framework for reconfigurable diagnostics in intelligent manufacturing environments". Trabalho apresentado em 2015 IEEE 13th International Conference on Industrial Informatics (INDIN), Cambridge, United Kingdom, 2015.
    Publicado • 10.1109/INDIN.2015.7281991
  26. Pinto, Rui; Reis, Joao; Silva, Ricardo; Sousa, Vitor; Goncalves, Gil. "Self-organising Smart Components in Advanced Manufacturing Systems". Trabalho apresentado em The Fourth International Conference on Intelligent Systems and Applications, St. Julians, Malta, 2015.
    Publicado
  27. Pinto, Rui; Reis, Joao; Sousa, Vitor; Silva, Ricardo; Goncalves, Gil. "Self-Diagnosis and Automatic Configuration of Smart Components in Advanced Manufacturing Systems". Trabalho apresentado em The Fourth International Conference on Intelligent Systems and Applications, St. Julians, Malta, 2015.
    Publicado
  28. Neto, L; Reis, J; Guimaraes, D; Goncalves, G. "Sensor Cloud: SmartComponent Framework for Reconfigurable Diagnostics in Intelligent Manufacturing Environments". 2015.
    10.1109/indin.2015.7281991
  29. Reis, Joao; Rossetti, Rosaldo; Goncalves, Gil. "Towards NetLogo and JADE Integration: an industrial agent-in-the-loop approach". Trabalho apresentado em 28th European Simulation and Modelling Conference, Porto, Portugal, 2014.
    Publicado
  30. Goncalves, G; Reis, J; Pinto, R; Alves, M; Correia, J. "A step forward on Intelligent Factories: A Smart Sensor-oriented approach". 2014.
    10.1109/etfa.2014.7005227
  31. Reis, J.C.; Rossetti, R.J.F.; Gonçalves, G.. "Towards NetLogo and JADE integration: An industrial agent-in-the-loop approach". 2014.
  32. Reis, Joao; Pereira, Antonio; Reis, Luis. "Bivalve's growth conditions in coastal ecosystems: A decision tree based analysis". Trabalho apresentado em 7th Iberian Conference on Information Systems and Technologies, Madrid, Espanha, 2012.
    Publicado
  33. Reis, Joao; Pereira, Antonio; Reis, Luis. "Coastal Ecosystems Simulation: A Decision Tree Analysis for Bivalve's Growth Conditions". Trabalho apresentado em 26TH EUROPEAN CONFERENCE ON MODELLING AND SIMULATION, Koblenz, Alemanha, 2012.
    Publicado
Artigo em revista
  1. Fontana, A.; Barni, A.; Leone, D.; Spirito, M.; Tringale, A.; Ferraris, M.; Reis, J.; Goncalves, G.. "Circular economy strategies for equipment lifetime extension: A systematic review". Sustainability (Switzerland) 13 3 (2021): 1-27. http://www.scopus.com/inward/record.url?eid=2-s2.0-85099988702&partnerID=MN8TOARS.
    10.3390/su13031117
  2. Aguiar, Susana; Pinto, Rui; Reis, Joao; Goncalves, Gil. "A Life-cycle Equipment Labeling System for Machine Classification in Smart Factories". International Journal On Advances in Intelligent Systems 10 1 (2017): 102-116.
    Publicado
  3. Pinto, Rui; Reis, Joao; Silva, Ricardo; Peschl, Michael; Goncalves, Gil. "Smart Sensing Components in Advanced Manufacturing Systems". International Journal On Advances in Intelligent Systems 9 1 (2016): 181-198.
    Publicado
Capítulo de livro
  1. Madsen, Anders L.; Jeppesen, Nicolaj Søndberg; Jensen, Frank; Sayed, Mohamed S.; Moser, Ulrich; Neto, Luis; Reis, Joao; Lohse, Niels. "Parameter Learning Algorithms for Continuous Model Improvement Using Operational Data". In Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 115-124. Cham: Springer International Publishing, 2017.
    Publicado • 10.1007/978-3-319-61581-3_11

Outros

Outra produção
  1. A data-based multi-algorithm system for an end-to-end intelligent manufacturing process. 2021. Gonçalves, A.F.; Reis, J.; Gonçalves, G.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85168034392&partnerID=MN8TOARS.
    10.21203/rs.3.rs-735806/v1
  2. A zero-shot learning application in deep drawing process using hyper-process model. 2019. Reis, J.; Gonçalves, G.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85170454979&partnerID=MN8TOARS.
    10.48550/arxiv.1901.08969
  3. Hyper-process model: A zero-shot learning algorithm for regression problems based on shape analysis. 2018. Reis, J.; Gonçalves, G.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85170722235&partnerID=MN8TOARS.
    10.48550/arxiv.1810.10330
Atividades

Participação em evento

Descrição da atividade
Tipo de evento 		Nome do evento
Instituição / Organização
2016/07/07 - 2016/07/14 VISUM 2016 is the fourth VISion Understanding and Machine intelligence Summer School that targets to gather at Universidade do Porto, Portugal, Ph.D. candidates, Post-Doctoral scholars and researchers from academia and industry with research interests in computer vision and machine intelligence. VISUM 2016 – 4th Edition
2015/07/16 - 2015/07/23 LxMLS 2015 will take place July 16-23 at Instituto Superior Técnico, a leading Engineering and Science school in Portugal. It is organized jointly by IST, the Instituto de Telecomunicações and the Spoken Language Systems Lab – L2F of INESC-ID. The school covers a range of machine learning (ML) Topics, from theory to practice, that are important in solving natural language processing (NLP) problems that arise in the analysis and use of Web data. 5th Lisbon Machine Learning School
Distinções

Prémio

2019 Excellence Pedagogical Award
Universidade do Porto Faculdade de Engenharia, Portugal
2018 Best Conference Paper
2015 Best Conference Paper

Título

2019 Cum Laude - Doctoral Thesis in Informatics Engineering
Universidade do Porto Faculdade de Engenharia, Portugal