Pedro Jorge Sequeira Cardoso (5F10-1C37-FE45)

Curriculum Vitae

Pedro Jorge Sequeira Cardoso

NOVA LINCS Algarve, GROUP: Multimodal Systems Systems. RESEARCH TOPICS: Operational Research, Machine Learning, Affective Computing & Data Science. GOOGLE SCHOLAR: https://scholar.google.com/citations?user=qrmlECQAAAAJ&hl=en Pedro J. S. Cardoso received the Ph.D. degree in Mathematics/Operations Research from the University of Seville (USev), Spain, in 2008 a master's degree in Computational Mathematics from the University of Minho, Portugal, in 1999, and a degree in Mathematics/Computer Science from the University of Coimbra, Portugal, in 1996. He is currently an Coordinator Professor at the Intitute of Engineering (ISE), University of Algarve (UAlg), Portugal, and a researcher at the NOVA LINCS Algarve research center, Portugal. He has been involved in several scientific and development projects, from which the following are highlighted: AGERAR+ (Almacenamiento y Gestión de Energía Renovable), CE_RURAL (Centro de Emprendimiento Rural), ATTENTIA (AgriculTura sosTENible de cíTricos con Inteligencia Artificial), GSSIC (Green Spaces SMART Irrigation Control), INSPECT (Monitorização Não-Intrusiva da Performance em Sistemas Eléctricos), PROTeuS (PROmoting security and safeTy by crEating a MED cluster on Maritime Surveilance), M5SAR (Mobile Five Senses Augmented Reality System For Museums), MTI (Managing The Intelligence), PRHOLO (O Relações Públicas Holográfico Realista), i3FR (Intelligent Fresh Food Fleet Router), SRM (Smart Revenue Management), and FOOTDATA (Sistema Integrado de informação para o futebol). Pedro Cardoso (co-)authored more than 90 publications, and is the editor of +10 books & proceedings. He has also (co-)organized various scientific meetings (e.g., ICCS'2019 and IbPria) and served on program committees and journal editorial boards. In ICCS and HCII meetings, he has been co-organizing, for several year, the SmartSys (@ICCS) and Universal Access in Human-Machine Cooperation and Intelligent Environments workshops (@HCII). He serves as the director of the Electrical Engineering Department and has been a member of the Technical and Scientific Council of the Institute of Engineering for over a decade. Additionally, he has held roles as the vice-director of the Electrical Engineering department, overseen the direction and vice-direction of the degree course in Electrical Engineering (ISE/UAlg), served as vice-director of the degree course in Information and Communication Technologies (ISE/UAlg), and fulfilled the positions of director for both the short cycle in Information and Technologies Systems and the short cycle in Computer Technologies. In his academic career at ISE (Polytechnic School), he has advised 14 master's theses and is now the adviser of 3 PhD theses. 5 SELECTED PUBLICATIONS: - Cardoso, P.J.S., Rodrigues, J.M.F., Novais, R. (2023). Multimodal Emotion Classification Supported in the Aggregation of Pre-Trained classification models In Procs 23rd International Conference on Computational Science, 3-5 July, Prague, Czech Republic - Mendes, T., Cardoso, P. J. S., Monteiro, J., and Raposo, J. (2023b), Anomaly detection of consumption in hotel units: A case study comparing isolation forest and variational autoencoder algorithms, Applied Sciences, http://dx.doi.org/10.3390/app13010314. - Francisco, A. M., Monteiro, J., & Cardoso, P. J. (2023). A Digital Twin of Charging Stations for Fleets of Electric Vehicles. IEEE Access, vol. 11, pp. 125664-125683, 2023, doi: 10.1109/ACCESS.2023.3330833. - Vaz, P. J., Schütz, G., Guerrero, C., and Cardoso, P. J. S. (2022), Hybrid neural network based models for evapotranspiration prediction over limited weather parameters, IEEE Access, pages 1–1, http://dx.doi.org/10.1109/ACCESS.2022.3233301. - Turner, D., Cardoso, Pedro J.S. & Rodrigues, João M.F. (2021) Modular Dynamic Neural Network: A Continual Learning Architecture. Applied Sciences 11 (24), 12078. DOI: 10.3390/app112412078

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Identification

Personal identification

Full name: Pedro Jorge Sequeira Cardoso

Citation names

Pedro Cardoso
Pedro J. S. Cardoso
Cardoso, Pedro J. S.

Author identifiers

Ciência ID: 5F10-1C37-FE45
ORCID iD: 0000-0003-4803-7964
AuthenticusID: R-001-Y2F
Google Scholar ID: qrmlECQAAAAJ
Researcher Id: G-6405-2013
Scopus Author Id: 35602693500

Email addresses

pcardoso@ualg.pt (Professional)

Telephones

Telephone

289800100 (Professional)

Addresses

ISE, Campus da Penha, Universidade do Algarve, 8005-139, Faro, Faro, Portugal (Professional)

Websites

https://sites.google.com/view/pedrojscardoso (Personal)
https://www.linkedin.com/in/pedro-cardoso/ (Social media)

Knowledge fields

Exact Sciences - Computer and Information Sciences - Computer Sciences
Exact Sciences - Mathematics - Applied Mathematics
Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics

Languages

Language	Speaking	Reading	Writing	Listening	Peer-review
Portuguese (Mother tongue)
English	Upper intermediate (B2)	Advanced (C1)	Advanced (C1)	Advanced (C1)	Advanced (C1)
Spanish; Castilian	Intermediate (B1)	Advanced (C1)	Elementary (A2)	Intermediate (B1)	Intermediate (B1)
French	Elementary (A2)	Intermediate (B1)	Elementary (A2)	Elementary (A2)	Beginner (A1)

Education

	Degree	Classification
2008 Concluded	Discrete Mathematics (Doutoramento) Major in Outra:Ciências da Computação/optimização Computacional Universidade do Algarve, Portugal "Algoritmos de Colonias de Hormigas para Optimización Combinatoria Con Múltiples Objetivos: Aplicaciones a los Problemas de Minimum Spanning Trees" (THESIS/DISSERTATION)	[registry in Portugal]
2007 Concluded	Matemática Discreta / Discrete Mathematics (Doutoramento) Universidad de Sevilla, Spain "ANT COLONY ALGORITHMS FOR MULTIPLE OBJECTIVE COMBINATORIAL OPTIMIZATION: APPLICATIONS TO THE MINIMUM SPANNING TREES PROBLEMS" (THESIS/DISSERTATION)	Sobresaliente Cum Laude
1999 Concluded	Matemática Computacional - Computational Mathematics (Mestrado) Universidade do Minho Escola de Ciências, Portugal "Fórmulas de Substituição do Vector dos Multiplicadores nas Técnicas de Penalização Exacta" (THESIS/DISSERTATION)	Muito Bom
1996 Concluded	Matemática / Mathematics (Licenciatura) Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal "n/a" (THESIS/DISSERTATION)	Bom

Affiliation

Science

	Category Host institution	Employer
2024/01/01 - Current	Researcher (Research)	Universidade do Algarve Instituto Superior de Engenharia, Portugal
	Universidade Nova de Lisboa Laboratório para a Ciência da Computação e Informática, Portugal
2012 - 2023	Researcher (Research)	Universidade do Algarve Instituto Superior de Engenharia, Portugal
	Laboratório de Robótica e Sistemas de Engenharia, Portugal

Teaching in Higher Education

	Category Host institution	Employer
2022/11/01 - Current	Teacher Coordinator (Polytechnic Teacher)	Universidade do Algarve Instituto Superior de Engenharia, Portugal

2001/10/01 - 2022/10/31	Adjunct Teacher (Polytechnic Teacher)	Universidade do Algarve, Portugal
	Universidade do Algarve Instituto Superior de Engenharia, Portugal
1998/09 - 2001/06	Assistant (Polytechnic Teacher)	Universidade do Algarve, Portugal
	Universidade do Algarve Instituto Superior de Engenharia, Portugal
1997/09 - 1998/08	Assistant (University Teacher)	Universidade Católica Portuguesa - Viseu, Portugal

Positions / Appointments

	Category Host institution	Employer
2023 - Current	Director of the Electrical Engineering Department	Universidade do Algarve, Portugal
	Universidade do Algarve Instituto Superior de Engenharia, Portugal
2023 - Current	Sub-Director of the TeSP in Computer Technologies (BrighStart Program)	Universidade do Algarve Instituto Superior de Engenharia, Portugal

2019 - Current	Scientific/technical-scientific council	Universidade do Algarve Instituto Superior de Engenharia, Portugal

2021 - 2023	Director of the TeSP in Computer Technologies (Brightstart Program)	Universidade do Algarve Instituto Superior de Engenharia, Portugal

2015 - 2023	Pedagogical Council	Universidade do Algarve Instituto Superior de Engenharia, Portugal
	Universidade do Algarve Instituto Superior de Engenharia, Portugal
2019 - 2021	Sub-director of the B.Sc (1st cycle) Electrical and Computer Engineering	Universidade do Algarve Instituto Superior de Engenharia, Portugal

2015 - 2019	Director of the TeSP in Technologies and Systems of Information	Universidade do Algarve Instituto Superior de Engenharia, Portugal

2012 - 2015	Sub-director of B. Sc. in Information Technologies and communication Course	Universidade do Algarve Instituto Superior de Engenharia, Portugal

2009 - 2015	Scientific/technical-scientific council	Universidade do Algarve Instituto Superior de Engenharia, Portugal

2011 - 2012	Sub-Director of the Electrical Engineering B.Sc.	Universidade do Algarve Instituto Superior de Engenharia, Portugal

2009 - 2011	Director do Electrical Engineering B.Sc. Course	Universidade do Algarve Instituto Superior de Engenharia, Portugal

2003 - 2009	Scientific/technical-scientific council	Escola Superior de Tecnologia, Universidade do Algarve, Portugal

Projects

Contract

	Designation	Funders
2023 - 2026	AGERAR+ Project, Almacenamiento y Gestión de Energía Renovable 0091_AGERAR_PLUS_6_E Researcher Universidade do Algarve, Portugal
2023 - 2026	CE_RURAL project 0081_CEL_RURAL_6_E_V3 Researcher	European Regional Development Fund Ongoing
2023 - 2026	ATTENTIA project, AgriculTura sosTENible de cíTricos con Inteligencia Artificial. 0085_ATTENTIA_5_E Researcher
2021/01/01 - 2025/12/31	LARSyS - Laboratório de Robótica e Sistemas de Engenharia LA/P/0083/2020 Associação do Instituto Superior Técnico para a Investigação e Desenvolvimento, Portugal	Fundação para a Ciência e a Tecnologia Ongoing
2020/01/01 - 2023/12/31	Laboratory of Robotics and Engineering Systems UIDP/50009/2020 10.54499/UIDP/50009/2020 Laboratório de Robótica e Sistemas de Engenharia, Portugal Associação do Instituto Superior Técnico para a Investigação e Desenvolvimento, Portugal Agência Regional para o Desenvolvimento da Investigação Tecnologia e Inovação, Portugal Universidade de Lisboa Instituto Superior Técnico, Portugal	Fundação para a Ciência e a Tecnologia Concluded
2020/10/01 - 2023/06/30	GSSIC: Green Spaces SMART Irrigation Control ALG-01-0247-FEDER-047030 Researcher Universidade do Algarve, Portugal
2020/10/01 - 2023/06/30	INSPECT: Monitorização Não-Intrusiva da Performance em Sistemas Eléctricos Refa ALG-01-0247-FEDER-070291 Researcher
2019 - 2022	TTUES – Transporte Turístico Urbano Electrico Sostenible POCTEP, ref. 0517_TTUES_6_E Researcher
2020 - 2021	WELSAFE.DV, SI I&DT I&DT, n. 69318 Researcher
2019/01/01 - 2019/12/31	Laboratório de Robótica e Sistemas de Engenharia UID/EEA/50009/2019 Associação do Instituto Superior Técnico para a Investigação e Desenvolvimento, Portugal	Fundação para a Ciência e a Tecnologia Concluded
2019 - 2019	PROTeuS: PROmoting security and safeTy by crEating a MED cluster on Maritime Surveilance 137 Researcher Universidade do Algarve, Portugal	Ongoing
2018 - 2019	POLO TECNOLOGICO ALG-01-0246-FEDER-000001 Researcher
2017 - 2019	AGERAR - Almacenamiento y Gestióon de Energías Renovables en Aplicaciones Comerciales y Residenciales 00 Researcher Universidade do Algarve, Portugal
2017 - 2019	OBSERVE - Observatório da Sustentabilidade da Região do Algarve para o Turismo ALG-01-0246-FEDER-027503 ALG-01-0246-FEDER-027503 Researcher Universidade do Algarve, Portugal	N/A Ongoing
2016 - 2018	M5SAR: MOBILE FIVE SENSES AUGMENTED REALITY SYSTEM FOR MUSEUMS 3322 Researcher Universidade do Algarve, Portugal
2015 - 2018	MILAGE - Interactive Mathematics by implementing a Blended-Learning model with Augmented Reality and Game books ERASMUS+, 2015-1-PT01-KA201- 012921 Researcher
2013 - 2015	MTI project – Managing The Intelligence Projeto QREN I&DT Em- presas/Projetos em co-promoção, n. 30260 Researcher
2013 - 2015	PRHOLO projeto: O Relações Públicas Holográfico Realista QREN I&DT Empresas/Projetos em co-promoção, n. 33845 Researcher
2013 - 2015	i3FR project – Intelligent Fresh Food Fleet Router QREN I&DT Empresas/Projetos em co-promoção, n. 34130 Principal investigator
2013 - 2015	SRM: Smart Revenue Management project QREN I&DT, n. 38962 QREN I&DT, n. 38962 Researcher	N/A
2012 - 2014	FOOTDATA project – Sistema Integrado de informação para o futebol QREN I&DT Empresas/Projetos em co-promoção, n. 23119 Researcher
1998 - 1999	ALGORITMI project 0 Researcher

Outputs

Publications

Book chapter	Pedro J. S. Cardoso; Jânio Monteiro; Cristiano Cabrita; Jorge Semião; Dario Medina Cruz; Nelson Pinto; Célia M.Q. Ramos; Luís M. R. Oliveira; João M. F. Rodrigues. "Monitoring, Predicting, and Optimizing Energy Consumptions: A Goal Toward Global Sustainability". In Research Anthology on Smart Grid and Microgrid Development, 1409-1436. {IGI, 2022. Published • 10.4018/978-1-6684-3666-0.ch064 Pinto, Nelson; Cruz, Dario; Monteiro, Jânio; Cabrita, Cristiano; Semião, Jorge; Pedro J. S. Cardoso; Oliveira, Luís M. R.; Rodrigues, João M. F.. "IoE - Based Control and Monitoring of Electrical Grids: A Smart Grid's Perspective". In Research Anthology on Smart Grid and Microgrid Development, 843-868. IGI Global, 2022. Published • 10.4018/978-1-6684-3666-0.ch037 Pedro J. S. Cardoso; Monteiro, Jânio; Cabrita, Cristiano; Semião, Jorge; Cruz, Dario Medina; Pinto, Nelson; Ramos, Célia M.Q.; Oliveira, Luís M. R.; Rodrigues, João M.F.. "Monitoring, Predicting, and Optimizing Energy Consumptions". In Research Anthology on Clean Energy Management and Solutions, 20-47. IGI Global, 2021. Published • 10.4018/978-1-7998-9152-9.ch002 Nogin, Sergey; Monteiro, Jânio; Melgar, Sergio Gómez; Peyroteo, José; Mortal, António; Santos, Carlos Miguel A.; Livramento, José; Pedro J. S. Cardoso; Semião, Jorge. "A Platform for the Promotion of Energy Efficiency and Monitoring in Hotel Units". In Research Anthology on Clean Energy Management and Solutions, 467-495. United States: IGI Global, 2021. Published • 10.4018/978-1-7998-9152-9.ch021 Veiga, Ricardo J.M.; Pedro J. S. Cardoso; Rodrigues, João M.F.. "Efficient Small-Scale Network for Room Layout Estimation". In Lecture Notes in Computer Science : Universal Access in Human-Computer Interaction. Applications and Practice, 597-610. Springer International Publishing, 2020. Published • 10.1007/978-3-030-49108-6_43 Pedro J. S. Cardoso; Monteiro, Jânio; Cabrita, Cristiano; Semião, Jorge; Cruz, Dario Medina; Pinto, Nelson; Ramos, Célia M.Q.; Oliveira, Luís M. R.; Rodrigues, João M.F.. "Monitoring, Predicting, and Optimizing Energy Consumptions". In Smart Systems Design, Applications, and Challenges, 80-107. IGI Global, 2020. Published • 10.4018/978-1-7998-2112-0.ch005 Rodrigues, João M.F.; Pedro J. S. Cardoso; Monteiro, Jânio; Ramos, Célia M.Q.. "Augmented Intelligence: Leverage Smart Systems". In Advances in Computational Intelligence and Robotics, 1-22. IGI Global, 2020. Published • 10.4018/978-1-7998-2112-0.ch001 Pedro J. S. Cardoso; Monteiro, Jânio; Pinto, Nelson; Cruz, Dario; Rodrigues, João M.F.. "Application of Machine Learning Algorithms to the IoE". In Research Anthology on Artificial Intelligence Applications in Security, 387-412. United States: IGI Global, 2020. Published • 10.4018/978-1-7998-7705-9.ch019 Pinto, Nelson; Cruz, Dario; Monteiro, Jânio; Cabrita, Cristiano; Semião, Jorge; Pedro J. S. Cardoso; Oliveira, Luís M. R.; Rodrigues, João M.F.. "IoE-Based Control and Monitoring of Electrical Grids". In Harnessing the Internet of Everything (IoE) for Accelerated Innovation Opportunities, 57-82. IGI Global, 2019. Published • 10.4018/978-1-5225-7332-6.ch003 Guerreiro, Pedro M.M.; Pedro J. S. Cardoso; Fernandes, Hortênsio C. L.. "Applying NSGA-II to a Multiple Objective Dial a Ride Problem". In Lecture Notes in Computer Science: Computational Science – ICCS 2019, 55-69. Springer International Publishing, 2019. Published • 10.1007/978-3-030-22750-0_5 Pedro J. S. Cardoso; Lam, Roberto; Pereira, Rui Penha; Rodrigues, Nuno; Herdeiro, Cláudia. "A Flexible Assessment Platform for Middle School Supported on Students Goals". In Lecture Notes in Computer Science: Universal Access in Human-Computer Interaction. Theory, Methods and Tools, 420-432. Springer International Publishing, 2019. Published • 10.1007/978-3-030-23560-4_31 Rodrigues, João M.F.; Veiga, Ricardo J.M.; Bajireanu, Roman; Lam, Roberto; Pedro J. S. Cardoso; Bica, Paulo. "AR Contents Superimposition on Walls and Persons". In Lecture Notes in Computer Science: Universal Access in Human-Computer Interaction. Theory, Methods and Tools, 628-645. Springer International Publishing, 2019. Published • 10.1007/978-3-030-23560-4_46 Nogin, Sergey; Monteiro, Jânio; Melgar, Sergio Gómez; Peyroteo, José; Mortal, António; Santos, Carlos Miguel A.; Livramento, José; Pedro J. S. Cardoso; Semião, Jorge. "A Platform for the Promotion of Energy Efficiency and Monitoring in Hotel Units". In Handbook of Research on Technological Developments for Cultural Heritage and eTourism Applications, 420-448. IGI Global, 2018. Published • 10.4018/978-1-5225-2927-9.ch020 Rodrigues, João M.F.; Pedro J. S. Cardoso; Lessa, Joana; Pereira, João André; Sardo, João D. P.; de Freitas, Marco; Semião, Jorge; et al. "An Initial Framework to Develop a Mobile Five Human Senses Augmented Reality System for Museums". In Handbook of Research on Technological Developments for Cultural Heritage and eTourism Applications, 96-119. United States: IGI Global, 2018. Published • 10.4018/978-1-5225-2927-9.ch005 Cruz, Dario; Pinto, Nelson; Monteiro, Jânio; Pedro J. S. Cardoso; Cabrita, Cristiano; Semião, Jorge; Oliveira, Luís M. R.; Rodrigues, João M.F.. "Development of an Energy Management System for the Charge Scheduling of Plug-in Electric Vehicles". In Lecture Notes in Computer Science: Universal Access in Human-Computer Interaction. Virtual, Augmented, and Intelligent Environments, 214-225. Springer International Publishing, 2018. Published • 10.1007/978-3-319-92052-8_17 Pereira, João A. R.; Veiga, Ricardo J.M.; de Freitas, Marco A. G.; Sardo, J. D. P.; Pedro J. S. Cardoso; Rodrigues, João M.F.. "MIRAR: Mobile Image Recognition Based Augmented Reality Framework". In INCREaSE: International Congress on Engineering and Sustainability in the XXI Century, 321-337. Springer International Publishing, 2018. Published • 10.1007/978-3-319-70272-8_27 Rodrigues, João M.F.; Pereira, João A. R.; Sardo, João D. P.; de Freitas, Marco A. G.; Pedro J. S. Cardoso; Gomes, Miguel; Bica, Paulo. "Adaptive Card Design UI Implementation for an Augmented Reality Museum Application". In Lecture Notes in Computer Science: Universal Access in Human–Computer Interaction. Design and Development Approaches and Methods, 433-443. Springer International Publishing, 2017. Published • 10.1007/978-3-319-58706-6_35 Pedro J. S. Cardoso; Rodrigues, João M.F.; Pereira, João A. R.; Sardo, João D. P.. "An Object Visit Recommender Supported in Multiple Visitors and Museums". In Lecture Notes in Computer Science: Universal Access in Human–Computer Interaction. Design and Development Approaches and Methods, 301-312. Springer International Publishing, 2017. Published • 10.1007/978-3-319-58706-6_24 Pedro J. S. Cardoso; Schütz, Gabriela; Semião, Jorge; Monteiro, Jânio; Rodrigues, João; Mazayev, Andriy; Ey, Emanuel; Viegas, Micael. "Integration of a Real-Time Stochastic Routing Optimization Software with an Enterprise Resource Planner". In Communications in Computer and Information Science: Geographical Information Systems Theory, Applications and Management, 124-141. Springer International Publishing, 2016. Published • 10.1007/978-3-319-29589-3_8 Sousa, Luís; Rodrigues, João M.F.; Monteiro, Jânio; Pedro J. S. Cardoso; Lam, Roberto. "GyGSLA: A Portable Glove System for Learning Sign Language Alphabet". In Lecture Notes in Computer Science: Universal Access in Human-Computer Interaction. Users and Context Diversity, 159-170. Springer International Publishing, 2016. Published • 10.1007/978-3-319-40238-3_16 Sousa, Luís; Figueiredo, Mauro; Monteiro, Jânio; Bidarra, José; Rodrigues, João; Pedro J. S. Cardoso. "Developments of Serious Games in Education". In Handbook of Research on Human-Computer Interfaces, Developments, and Applications, 392-419. IGI Global, 2016. Published • 10.4018/978-1-5225-0435-1.ch016 Pedro J. S. Cardoso; Rodrigues, João M.F.; Monteiro, Jânio; Sousa, Luís. "Using a Hands-Free System to Manage Common Devices in Constrained Conditions". In Handbook of Research on Human-Computer Interfaces, Developments, and Applications, 73-98. IGI Global, 2016. Published • 10.4018/978-1-5225-0435-1.ch004 Rodrigues, João; Alves, Ricardo; Sousa, Luís; Negrier, Aldric; Monteiro, Jânio; Pedro J. S. Cardoso; Felisberto, Paulo; et al. "PRHOLO: 360º Interactive Public Relations". In Handbook of Research on Human-Computer Interfaces, Developments, and Applications, 162-187. IGI Global, 2016. Published • 10.4018/978-1-5225-0435-1.ch007 Pedro J. S. Cardoso; Rodrigues, João M.F.; Sousa, Luís Carlos; Mazayev, Andriy; Ey, Emanuel; Corrêa, Tiago; Saleiro, Mário. "A Freehand System for the Management of Orders Picking and Loading of Vehicles". In Lecture Notes in Computer Science: Universal Access in Human-Computer Interaction. Access to the Human Environment and Culture, 422-431. Springer International Publishing, 2015. Published • 10.1007/978-3-319-20687-5_41 Pedro J. S. Cardoso; Schütz, Gabriela; Mazayev, Andriy; Ey, Emanuel. "Solutions in Under 10 Seconds for Vehicle Routing Problems with Time Windows Using Commodity Computers". In Lecture Notes in Computer Science: International Conference on Evolutionary Multi-Criterion Optimization, 418-432. Springer International Publishing, 2015. Published • 10.1007/978-3-319-15892-1_28 Monteiro, Jânio; Pedro J. S. Cardoso; Serra, Rita; Fernandes, Licínia. "Evaluation of the Human Factor in the Scheduling of Smart Appliances in Smart Grids". In Lecture Notes in Computer Science: Universal Access in Human-Computer Interaction. Aging and Assistive Environments, 537-548. Springer International Publishing, 2014. Published • 10.1007/978-3-319-07446-7_52 Pedro J. S. Cardoso; Monteiro, Jânio; dos Santos, José; Baeza, Natália; Tarazona, Sérgio. "LifeSpeeder". In Lecture Notes in Computer Science: Universal Access in Human-Computer Interaction. Universal Access to Information and Knowledge, 15-25. Springer International Publishing, 2014. Published • 10.1007/978-3-319-07440-5_2 Rodrigues, João; Pedro J. S. Cardoso; Vilas, Tiago; Silva, Bruno; Rodrigues, Pedro; Belguinha, Antonio; Gomes, Carlos. "A Computer Vision Based Web Application for Tracking Soccer Players". In Universal Access in Human-Computer Interaction. Design and Development Methods for Universal Access, 450-462. Springer International Publishing, 2014. Published • 10.1007/978-3-319-07437-5_43 Rodrigues, Pedro; Belguinha, António; Gomes, Carlos; Pedro J. S. Cardoso; Vilas, Tiago; Mestre, Renato; Rodrigues, João M.F.. "Open Source Technologies Involved in Constructing a Web-Based Football Information System". In Advances in Intelligent Systems and Computing: Advances in Information Systems and Technologies, 715-723. Springer Berlin Heidelberg, 2013. Published • 10.1007/978-3-642-36981-0_66
Conference paper	Rodrigues, João M. F.; Pedro J. S. Cardoso. "Body-Focused Expression Analysis: A Conceptual Framework". Paper presented in International Conference on Human-Computer Interaction, 2023. Published • 10.1007/978-3-031-35897-5_42 Cardoso, Pedro J. S.; Rodrigues, João M. F.; Novais, Rui. "Multimodal Emotion Classification Supported in the Aggregation of Pre-trained Classification Models". Paper presented in International Conference on Computational Science, 2023. Published • 10.1007/978-3-031-36030-5_35 Novais, Rui; Pedro J. S. Cardoso; Rodrigues, João M.F.. "Emotion Classification from Speech by an Ensemble Strategy". Paper presented in 10th International Conference on Software Development and Technologies for Enhancing Accessibility and Fighting Info-exclusion (DSAI 2022), Lisbon, 2022. Published • 10.1145/3563137.3563170 Vaz, Pedro J.; Schütz, Gabriela; Guerrero, Carlos; Pedro J. S. Cardoso. "A Study on the Prediction of Evapotranspiration Using Freely Available Meteorological Data". Paper presented in International Conference on Computational Science, 2022. Published • 10.1007/978-3-031-08760-8_37 Novais, Rui; Pedro J. S. Cardoso; Rodrigues, João M. F.. "Facial Emotions Classification Supported in an Ensemble Strategy". Paper presented in International Conference on Human-Computer Interaction, 2022. Published • 10.1007/978-3-031-05028-2_32 Rui Novais; Pedro J. S. Cardoso; Rodrigues, João M.F.. "Emotion Classification from Speech by an Ensemble Strategy". Paper presented in 10th International Conference on Software Development and Technologies for Enhancing Accessibility and Fighting Info-exclusion (DSAI 2022), Lisboa, 2022. Published Turner, Daniel; Pedro J. S. Cardoso; Rodrigues, João M.F.. "Continual Learning for Object Classification: A Modular Approach". Paper presented in International Conference on Human-Computer Interaction, 2021. Published • 10.1007/978-3-030-78095-1_39 Pedro J. S. Cardoso; Guerreiro, Pedro M. M.; Monteiro, Jânio; Pedro, André S.; Rodrigues, João M. F.. "Warm-Start Meta-Ensembles for Forecasting Energy Consumption in Service Buildings". Paper presented in International Conference on Computational Science, 2021. Published • 10.1007/978-3-030-77980-1_26 Guerreiro, Pedro M.M.; Pedro J. S. Cardoso; Fernandes, Hortênsio C. L.. "A Comparison of Multiple Objective Algorithms in the Context of a Dial a Ride Problem". Paper presented in International Conference on Computational Science, 2020. Published • 10.1007/978-3-030-50436-6_28 Cabrita, Cristiano L.; Monteiro, Janio M.; Pedro J. S. Cardoso. "Improving Energy Efficiency in Smart-Houses by Optimizing Electrical Loads Management". Paper presented in 1st International Conference on Energy Transition in the Mediterranean Area (SyNERGY MED), Cagliari, 2019. Published • 10.1109/synergy-med.2019.8764140 Cabrita, Cristiano L.; Monteiro, Janio M.; Pedro J. S. Cardoso. "Improving Energy Efficiency in Smart-houses by Optimizing Electrical Loads Management". Paper presented in 1st International Conference on Energy Transition in the Mediterranean Area (SyNERGY MED), Cagliaru, 2019. Published • 10.1109/SYNERGY-MED.2019.8764140 Rodrigues, JMF; Veiga, RJM; Bajireanu, R; Lam, R; Pereira, JAR; Sardo, JDP; Cardoso, PJS; Bica, P. "Mobile Augmented Reality Framework - MIRAR". Paper presented in Universal Access in Human-Computer Interaction. Virtual, Augmented, and Intelligent Environments: 12th International Conference, UAHCI 2018, Held as Part of HCI International 2018, Las Vegas, NV, USA, July 15-20, 2018, Proceedings, Part II 12, 2018. Published • 10.1007/978-3-319-92052-8_9 Pedro J. S. Cardoso; Guerreiro, Pedro; Pereira, João A. R.; Veiga, Ricardo J.M.. "A Route Planner Supported on Recommender Systems Suggestions". Paper presented in DSAI '18: 8th International Conference on Software Development and Technologies for Enhancing Accessibility and Fighting Info-exclusion, 2018. Published • 10.1145/3218585.3218660 Cardoso, PJS; Guerreiro, P; Monteiro, JM; Rodrigues, JMF. "Applying an Implicit Recommender System in the Preparation of Visits to Cultural Heritage Places". Paper presented in International Conference on Universal Access in Human-Computer Interaction, 2018. Published • 10.1007/978-3-319-92052-8_33 "INCREaSE". 2018. 10.1007/978-3-319-70272-8 Rodrigues, João M.F.; Alves, R.; Sousa, L.; Negrier, A.; Monteiro, J.; Pedro J. S. Cardoso; Bica, P.; et al. "PRHOLO: 360° interactive public relations". Paper presented in Intl. Conf. Advances in Computing, Communication and Information Technology- CCIT 2015, 2016. Published • 10.4018/978-1-5225-2589-9.ch007 Rodrigues, João M.F.; Lessa, Joana; Gregório, Miguel; Ramos, Célia; Pedro J. S. Cardoso. "An Initial Framework for a Museum Application for Senior Citizens". Paper presented in 7th International Conference on Software Development and Technologies for Enhancing Accessibility and Fighting Info-exclusion, 2016. Published • 10.1145/3019943.3020002 Pereira, João; Nogin, Sergey; Pedro J. S. Cardoso; Rodrigues, João M.F.. "A Cultural Heritage and Points of Interest Multi-Criteria Router Supported on Visitors Preferences". Paper presented in 7th International Conference on Software Development and Technologies for Enhancing Accessibility and Fighting Info-exclusion, 2016. Published • 10.1145/3019943.3019999 Figueiredo, Mauro Jorge Guerreiro; Rodrigues, João M.F.; Pedro J. S. Cardoso. "The Experience from Milage Project". Paper presented in International Congress Interdisciplinarity in Social and Human Sciences, 2016. Published Pedro J. S. Cardoso; Schütz, Gabriela; Semião, Jorge; Monteiro, Jânio; Rodrigues, João M.F.; Mazayev, Andriy; Ey Vieira, Emanuel; et al. "Integration of a Food Distribution Routing Optimization Software with an Enterprise Resource Planner". Paper presented in 1st International Conference on Geographical Information Systems Theory, Applications and Management, 2015. Published • 10.5220/0005385901530161 NEGRIER, ALDRIC; Monteiro, Jânio; Rodrigues, João M.F.; SOUSA, LUIS; GOMES, MIGUEL; BICA, PAULO; Pedro J. S. Cardoso; ALVES, RICARDO. "PRHOLO Interactive Holographic Public Relations". Paper presented in International Conference on Advances in Computing, Communication and Information Technology- CCIT 2015, 2015. Published • 10.15224/978-1-63248-061-3-74 Vilas, Tiago; Rodrigues, João M.F.; Pedro J. S. Cardoso; Silva, Bruno. "A vision framework for the localization of soccer players and ball on the pitch using Handycams". Paper presented in Conference on Graphic and Image Processing (ICGIP 2014), 2015. Published • 10.1117/12.2178799 Pedro J. S. Cardoso; Lam, Roberto; Rodrigues, João M.F.. "A Web Crawler Framework for Revenue Management". Paper presented in 14th Int. Conf. on Artificial Intelligence, Knowledge Engineering and Data Bases (AIKED'15), 2015. Published • 978-1-61804-279-8 Paula Ribeiro; Pedro J. S. Cardoso; Delia Garijo; Alberto Marquez Perez. "Decreasing the radius of the locus of a Euclidean graph". Paper presented in IX Encuentro Andaluz de Matem\'atica Discreta, 2015. Published Daniel martins; Ramos, Célia M.Q.; Rodrigues, João M.F.; Pedro J. S. Cardoso; Lam, Roberto; Serra, Francisco Manuel Dionísio. "Challenges in Building a Big Data Warehouse Applied to the Hotel Business Intelligence". Paper presented in 6th Int. Conf. on Applied Informatics and Computing Theory ({AICT}'15), 2015. Published Monteiro, Jânio; Eduardo, Jorge; Pedro J. S. Cardoso; Semiao, Jorge. "A distributed load scheduling mechanism for micro grids". Paper presented in International Conference on Smart Grid Communications (SmartGridComm), 2014. Published • 10.1109/smartgridcomm.2014.7007659 Figueiredo, Mauro J. G. ; Pedro J. S. Cardoso; Goncalves, Cesar D.F.; Rodrigues, João M.F.. "Augmented Reality and Holograms for the Visualization of Mechanical Engineering Parts". Paper presented in 18th International Conference on Information Visualisation, 2014. Published • 10.1109/iv.2014.17 Cardoso, Pedro J. S.; Sousa, L., and Rodrigues, J. M. F. and Monteiro, J. and Cardoso, P. J. S. and Semi\~ao, J. and Alves, R.. "A 3D Gesture Recognition Interface for Energy Monitoring and Control Applications". Paper presented in ACE 2014 - 13th International Conference on Applications of Computer Engineering, Lisboa, 2014. Published Correia, Marisol B.; Ramos, Célia M.Q.; Rodrigues, João M.F.; Pedro J. S. Cardoso. "Framework for the characterization of hotel websites". Paper presented in 13th International Conference WWW/Internet 2014 (WWW/Internet 2014), 2014. Published Belguinha, António; Rodrigues, Pedro; Pedro J. S. Cardoso; Rodrigues, João M.F.; Paciência, Domingos. "A visual programming language for soccer". Paper presented in 9th International Conference on Software Paradigm Trends (ICSOFT-PT), 2014. Published • https://dx.doi.org/10.5220/0005105901210127 Figueiredo, Mauro Jorge Guerreiro; Rodrigues, João M.F.; Pedro J. S. Cardoso. "Learning Technical Drawing with Augmented Reality and Holograms". Paper presented in 13th International Conference on Education and Educational Technology, 2014. Published Jorge Eduardo; Pedro Cardoso; Jânio Monteiro. "Gestão de Cargas numa Micro Grid Utilizando Algoritmos Genéticos". Paper presented in 13ª Conferência sobre Redes de Computadores (CRC'13), Leiria, 2013. Published Vilas, Tiago; Rodrigues, João M.F.; Pedro J. S. Cardoso. "Detection, classification and localisation of football players and ball from handycam videos". Paper presented in 19th Portuguese Conference on Pattern Recognition, 2013. Published Rodrigues, Pedro; Cardoso, Pedro J. S.; Rodrigues, J. M. F.; Rodrigues, P.; Cardoso, P.; Rodrigues, J.M.F.. "A field, tracking and video editor tool for a football resource planner". Paper presented in 2013 8th Iberian Conference on Information Systems and Technologies (CISTI), 2013. Published Rodrigues, João M.F.; Belguinha, António; Pedro J. S. Cardoso. "Processing sports acquired information from a tracking system". Paper presented in 19th Portuguese Conference on Pattern Recognition, 2013. Published Mapisse, J. M.; Pedro J. S. Cardoso; Monteiro, Jânio. "Ant colony optimization routing mechanisms with bandwidth sensing". Paper presented in IEEE EUROCON 2011 - International Conference on Computer as a Tool (EUROCON), Lisbon, Portugal, 2011. Published • 10.1109/eurocon.2011.5929382 Pedro J. S. Cardoso; Márquez, Alberto; Mário Carlos Machado Jesus. "DANTE - The Combination between an Ant Colony Optimization Algorithm and a Depth Search Method". Paper presented in 8th International Conference on Hybrid Intelligent Systems (HIS), Barcelona, Spain, 2008. Published • 10.1109/his.2008.115 Pedro J. S. Cardoso; Mário Jesus; Alberto Marquez. "Multiple Criteria Minimum Spanning Trees". Paper presented in XI Encuentros de Geometria Computacional, Santander, 2006. Published Cardoso, Pedro Jorge Sequeira; Mário Jesus; Alberto Marquez. "Determinação de minimum spanning trees multi-objectivos baseada num ACO". Paper presented in Congresso de Métodos Computacionais em Engenharia, Lisboa, 2005. Published
Edited book	Pedro J. S. Cardoso; Rodrigues, João M.F.; Monteiro, Jânio; Ramos, Célia. Smart Systems Design, Applications, and Challenges. IGI Global. 2020. Published • 10.4018/978-1-7998-2112-0 • Editor Pedro J. S. Cardoso; Rodrigues, João M.F.; Monteiro, Jânio; Lam, Roberto. Computational Science - ICCS 2019 (Part V). Springer International Publishing. 2019. Published • 10.1007/978-3-030-22750-0 • Editor Pedro Cardoso; Rodrigues, João M.F.; Monteiro, Jânio; Lam, Roberto. Computational Science - ICCS 2019 (Part IV). Springer International Publishing. 2019. Published • 10.1007/978-3-030-22747-0 • Editor Pedro Cardoso; Rodrigues, João M.F.; Monteiro, Jânio; Lam, Roberto. Computational Science - ICCS 2019 (Part II). Springer International Publishing. 2019. Published • 10.1007/978-3-030-22741-8 • Editor Pedro Cardoso; Rodrigues, João M.F.; Monteiro, Jânio; Lam, Roberto. Computational Science - ICCS 2019 (Part I). Springer International Publishing. 2019. Published • 10.1007/978-3-030-22734-0 • Editor Pedro J. S. Cardoso; Rodrigues, João M.F.; Monteiro, Jânio; Lam, Roberto. Computational Science - ICCS 2019 (Part III). Springer International Publishing. 2019. Published • 10.1007/978-3-030-22744-9 • Editor Pedro Cardoso; Monteiro, Jânio; Semião, Jorge; Rodrigues, João M.F.. Harnessing the Internet of Everything (IoE) for Accelerated Innovation Opportunities. IGI Global. 2019. Published • Editor Rodrigues, João M.F.; Ramos, Célia M.Q.; Pedro J. S. Cardoso; Henriques, Cláudia. Handbook of Research on Technological Developments for Cultural Heritage and eTourism Applications. IGI Global. 2017. Published • 10.4018/978-1-5225-2927-9 • Editor Rodrigues, João M.F.; Pedro J. S. Cardoso; Monteiro, Jânio; Figueiredo, M. Handbook of research on human-computer interfaces, developments, and applications. 2016. Published • 10.4018/978-1-5225-0435-1 • Editor Rodrigues, João M.F.; Pedro J. S. Cardoso; Roberto Lam; Mauro Figueiredo. Proceedings of 21st edition of the Portuguese Conference on Pattern Recognition, RecPad 2015. University of Algarve. 2015. Published • Editor
Journal article	Nelson Silva; Pedro J. S. Cardoso; João M. F. Rodrigues. "Multimodal Sentiment Classifier Framework for Different Scene Contexts". Applied Sciences (2024): https://doi.org/10.3390/app14167065. 10.3390/app14167065 Marco Lemos; Pedro J. S. Cardoso; João M. F. Rodrigues. "Harnessing AI and NLP Tools for Innovating Brand Name Generation and Evaluation: A Comprehensive Review". Multimodal Technologies and Interaction (2024): https://doi.org/10.3390/mti8070056. 10.3390/mti8070056 Jóni B. Santos; André M. B. Francisco; Cristiano Cabrita; Jânio Monteiro; André Pacheco; Pedro J. S. Cardoso. "Development and Implementation of a Smart Charging System for Electric Vehicles Based on the ISO 15118 Standard". Energies (2024): https://doi.org/10.3390/en17123045. 10.3390/en17123045 Daniel Turner; Pedro J. S. Cardoso; João M. F. Rodrigues. "Continual Learning for Object Classification: Integrating AutoML for Binary Classification Tasks within a Modular Dynamic Architecture". IEEE Access (2024): https://doi.org/10.1109/ACCESS.2024.3510536. 10.1109/ACCESS.2024.3510536 Pedro J. Vaz; João M. F. Rodrigues; Pedro J. S. Cardoso. "Affective Computing Databases: In-depth Analysis of Systematic Reviews and Surveys". IEEE Transactions on Affective Computing (2024): https://doi.org/10.1109/TAFFC.2024.3507289. 10.1109/TAFFC.2024.3507289 Vaz, Pedro J.; Schutz, Gabriela; Guerrero, Carlos; Pedro J. S. Cardoso. Corresponding author: Pedro J. S. Cardoso. "Hybrid Neural Network Based Models for Evapotranspiration Prediction Over Limited Weather Parameters". IEEE Access 11 (2023): 963-976. http://dx.doi.org/10.1109/access.2022.3233301. Open access • Published • 10.1109/access.2022.3233301 Francisco, André M. B.; Monteiro, Jânio; Pedro J. S. Cardoso. "A Digital Twin of Charging Stations for Fleets of Electric Vehicles". IEEE Access 11 (2023): 125664-125683. http://dx.doi.org/10.1109/access.2023.3330833. Open access • Published • 10.1109/access.2023.3330833 Ramos, Célia M. Q.; Pedro J. S. Cardoso; Fernandes, Hortênsio C. L.; Rodrigues, João M. F.. "A Decision-Support System to Analyse Customer Satisfaction Applied to a Tourism Transport Service". Multimodal Technologies and Interaction 7 1 (2022): 5. http://dx.doi.org/10.3390/mti7010005. Open access • Published • 10.3390/mti7010005 Mendes, Tomás; Pedro J. S. Cardoso; Monteiro, Jânio; Raposo, João. "Anomaly Detection of Consumption in Hotel Units: A Case Study Comparing Isolation Forest and Variational Autoencoder Algorithms". Applied Sciences 13 1 (2022): 314. http://dx.doi.org/10.3390/app13010314. Open access • Published • 10.3390/app13010314 Turner, Daniel; Pedro J. S. Cardoso; Rodrigues, João M.F.. "Modular Dynamic Neural Network: A Continual Learning Architecture". Applied Sciences 11 24 (2021): 12078. http://dx.doi.org/10.3390/app112412078. Open access • Published • 10.3390/app112412078 Turner, Daniel; Pedro J. S. Cardoso; Rodrigues, João M.F.. "Continual Learning for Object Classification: Consolidation and reconsolidation". Perception 50 1_Suppl (2021): 232-233. Published Turner, Daniel; Pedro J. S. Cardoso; Rodrigues, João M.F.. "Continual Learning for Object Classification: Consolidation and Reconsolidation". Perception 50 1_suppl (2021): 232-232. https://publons.com/wos-op/publon/56996807/. Open access • Published Pedro J. S. Cardoso; Rodrigues, João M.F.; Monteiro, Jânio; Lam, Roberto; Krzhizhanovskaya, Valeria V.; Lees, Michael H.; Dongarra, Jack; Sloot, Peter M.A.. "Computational Science in the Interconnected World: Selected papers from 2019 International Conference on Computational Science". Journal of Computational Science 47 (2020): 101222. http://dx.doi.org/10.1016/j.jocs.2020.101222. Published • 10.1016/j.jocs.2020.101222 Cardoso, Pedro J. S.; Rodrigues, Joao M. F.; Pereira, Joao; Nogin, Sergey; Lessa, Joana; Ramos, Celia M. Q.; Bajireanu, Roman; Gomes, Miguel; Bica, Paulo. "Cultural heritage visits supported on visitors' preferences and mobile devices". Universal Access in the Information Society 19 (2020): 499-513. https://publons.com/wos-op/publon/1778361/. Published • 10.1007/S10209-019-00657-Y Pedro J. S. Cardoso; Rodrigues, João M.F.; Pereira, João; Nogin, Sergey; Lessa, Joana; Ramos, Célia M.Q.; Bajireanu, Roman; Gomes, Miguel; Bica, Paulo. "Cultural heritage visits supported on visitors' preferences and mobile devices". Universal Access in the Information Society 19 3 (2019): 499-513. http://dx.doi.org/10.1007/s10209-019-00657-y. Published • 10.1007/s10209-019-00657-y Pedro J. S. Cardoso; Bajireanu, Roman; Ricardo J.M. Veiga; Joao D. P. Sardo; Lam, Roberto; Rodrigues, João M.F.. "Mobile Human Shape Superimposition: An Initial Approach Using Openpose". International Journal of Computers 4 (2019): 1-8. https://www.iaras.org/iaras/home/cijc/mobile-human-shape-superimposition-an-initial-approach-using-openpose. Open access • Published Rodrigues, João M.F.; Ramos, Célia M.Q.; Pereira, Joao A. R.; Sardo, Joao D. P.; Pedro J. S. Cardoso. "Mobile Five Senses Augmented Reality System: Technology Acceptance Study". IEEE Access 7 (2019): 163022-163033. http://dx.doi.org/10.1109/access.2019.2953003. Open access • Published • 10.1109/access.2019.2953003 Pedro J. S. Cardoso; Ricardo J.M. Veiga; Joao D. P. Sardo; Bajireanu, Roman; Rodrigues, João M.F.; Joao A. R. Pereira. "Augmented Reality Indoor Environment Detection: Proof-of-Concept, WSEAS Transactions on Mathematics". WSEAS Transactions on Mathematics 18 (2019): 203-210. https://www.wseas.org/multimedia/journals/mathematics/2019/a545106-1121.pdf. Open access • Published Sardo, J.D.P.; Pereira, J.A.R.; Veiga, Ricardo J.M.; Semião, J.; Pedro J. S. Cardoso; Rodrigues, João M.F.. "A portable device for five sense augmented reality experiences in museums". WSEAS Transactions on Environment and Development 14 (2018): 347-362. http://www.scopus.com/inward/record.url?eid=2-s2.0-85061278923&partnerID=MN8TOARS. Published Ramos, Célia M.Q.; Martins, Daniel Jorge; Serra, Francisco; Lam, Roberto; Pedro J. S. Cardoso; Correia, Marisol B.; Rodrigues, João M.F.. "Framework for a Hospitality Big Data Warehouse". International Journal of Information Systems in the Service Sector 9 2 (2017): 27-45. http://dx.doi.org/10.4018/ijisss.2017040102. Published • 10.4018/ijisss.2017040102 Alves, Ricardo Martins; Sousa, Luís; Negrier, Aldric Trindade; Rodrigues, João M.F.; Monteiro, Jânio; Pedro J. S. Cardoso; Felisberto, Paulo; Bica, Paulo. "Interactive 360 Degree Holographic Installation". International Journal of Creative Interfaces and Computer Graphics 8 1 (2017): 20-38. http://dx.doi.org/10.4018/ijcicg.2017010102. Published • 10.4018/ijcicg.2017010102 Sousa, Luís; Monteiro, Jânio; Pedro J. S. Cardoso; Rodrigues, João M.F.. "Natural user interface based on gestures recognition using Leap Motion sensor". Dos Algarves: A Multidisciplinary e-Journal 26 (2017): 107-121. https://www.dosalgarves.com/index.php/dosalgarves/article/view/77. Open access • Published Pedro J. S. Cardoso; Schütz, Gabriela; Mazayev, Andriy; Ey, Emanuel; Corrêa, Tiago. "A Solution for a Real-time Stochastic Capacitated Vehicle Routing Problem with Time Windows". Procedia Computer Science 51 (2015): 2227-2236. http://dx.doi.org/10.1016/j.procs.2015.05.501. Published • 10.1016/j.procs.2015.05.501 Luis Sousa; Pedro J. S. Cardoso; Monteiro, Jânio; Rodrigues, João M.F.. "Interface natural de utilizador baseado em reconhecimento de gestos usando o sensor Leap Motion". Dos Algarves: A Multidisciplinary e-Journal 26 1 (2015): 107-121. Open access • Published • 10.18089.DAMeJ/2015.26.1.6 Pedro J. S. Cardoso; Jesus, Mário; Márquez, Alberto. "e - DANTE : an ant colony oriented depth search procedure". Soft Computing 15 1 (2010): 149-182. http://dx.doi.org/10.1007/s00500-010-0543-9. Published • 10.1007/s00500-010-0543-9
Journal issue	Pedro J. S. Cardoso; Rodrigues, João M.F.; Cristina Portalés Ricart. "Applied sciences: applied and innovative computational intelligence systems, 3rd edition". Applied sciences (2024): https://www.mdpi.com/journal/applsci/special_issues/DZ1G0C018P. Published • Invited editor Pedro J. S. Cardoso; Rodrigues, João M.F.; Cristina Portalés Ricart. "Applied sciences: applied and innovative computational intelligence systems II". Applied sciences (2023): https://www.mdpi.com/journal/applsci/special_issues/119KPCC933. Published • Invited editor Rodrigues, João M.F.; Pedro J. S. Cardoso; Cristina Portalés Ricart. "Applied sciences: applied and innovative computational intelligence systems". Applied sciences (2022): https://www.mdpi.com/journal/applsci/special_issues/Applied_Innovative_Computational_Intelligence_Systems. Published Rodrigues, João M.F.; Pedro J. S. Cardoso; Marta Chinnici. "Applied Sciences : Artificial Intelligence Applications and Innovation (1st edition)". Applied Sciences (2021): https://www.mdpi.com/journal/applsci/special_issues/Artificial_Intelligence_Applications_and_Innovation. Published • Coeditor Pedro Cardoso; Lam, Roberto; Monteiro, Jânio; Rodrigues, João M.F.; Krzhizhanovskaya, Valeria V.; Mike Lees; Dongarra, Jack J.; Sloot, Peter M.A.. "Computational Science in the Interconnected World: Selected papers from 2019 International Conference on Computational Science". Journal of Computational Science 47 (2020): https://www.sciencedirect.com/journal/journal-of-computational-science/special-issue/107VGC0STDL. Published • Coeditor
Magazine article	Pedro J. S. Cardoso. "Plataforma computacional para a representação e simulação de redes de fluxos", Tecnovisão, 2004
Online resource	Cardoso, Pedro J. S.. Inova 2.0 - Digitalização aplicada às PME. 2023. https://www.youtube.com/watch?v=6CWod6NDIOI&ab_channel=CRIAUAlg.
Preface / Postscript	Rodrigues, João M. F.; Pedro J. S. Cardoso; Chinnici, Marta. "Artificial Intelligence Applications and Innovations: Day-to-Day Life Impact". Preface to Applied Sciences, 12742. MDPI. 2023. Published • 10.3390/app132312742 Rodrigues, João; Pedro J. S. Cardoso; Monteiro, Jânio; Figueiredo, Mauro Jorge Guerreiro. "Preface". Preface to Handbook of Research on Human-Computer Interfaces, Developments, and Applications. IGI Global. 2016. Published • Editor
Preprint	Jóni Buchinho Santos; André Mendes Botelho Francisco; Cristiano Lourenço Cabrita; Janio Monteiro; André Pacheco; Pedro Jorge Sequeira Cardoso. "Development and Implementation of a Smart Charging System for Electric Vehicles based on the ISO 15118 Standard". 2024. https://doi.org/10.20944/preprints202405.0340.v1. 10.20944/preprints202405.0340.v1
Thesis / Dissertation	Cardoso, Pedro J. S.. "Ant colony algorithms for multiple objective combinatorial optimization: applications to the minimum spanning trees problems". PhD, Universidad de Sevilla, 2007. http://hdl.handle.net/10400.1/203. Cardoso, Pedro J. S.. "Métodos de substituição do vector dos multiplicadores baseados em actualizações Quasi-Newton". Master, Universidade do Minho, 1999. http://hdl.handle.net/10400.1/202.

Activities

Supervision

	Thesis Title Role	Degree Subject (Type) Institution / Organization
2023 - Current	Body Based Affective Computing System: Discriminating by Gender, Age, Culture, and Environment Co-supervisor of Pedro Jorge Migueis Vaz Martins	Informatics Engineering (PhD)
2021 - Current	Modular Dynamic Neural Network: A Continual Learning Architecture for Object Classification Co-supervisor of Daniel Turner	Informatics Engineering (PhD) Universidade do Algarve, Portugal
2021 - Current	Sistema de Gestão Inteligente e Sustentável para Frotas de Veículos Elétricos Autónomos ("Intelligent and Sustainable Management System for Autonomous Electric Vehicle Fleets") Co-supervisor of André Mendes Botelho Francisco	Electrical Engineering (PhD) Universidade do Algarve, Portugal
2022 - 2022	Sistema Inteligente para Deteção de Anomalias em Consumos Hoteleiros ("Intelligent System for Detection of Anomalies in Hotel Consumption") Co-supervisor of Tomás Lopes Brito Teixeira Mendes	Electrical and Computer Engineering (Master) Universidade do Algarve Instituto Superior de Engenharia, Portugal
2020 - 2020	Continual Learning for Object and Scene Classification Co-supervisor of DANIEL LUÍS TURNER	Engenharia Eletrotécnica e de Computadores (Master) Universidade do Algarve Instituto Superior de Engenharia, Portugal
2019 - 2019	Real-time Human Body Detection and Tracking for Augmented Reality Mobile Applications Co-supervisor of ROMAN BAJIREANU	Engenharia Eléctrica e Electrónica (Master) Universidade do Algarve Instituto Superior de Engenharia, Portugal
2019 - 2019	Plataforma inteligente de orçamentação ("Intelligent Budgeting Platform") Co-supervisor of EMANUEL FILIPE CORREIA LOURENÇO	Engenharia Eléctrica e Electrónica (Master) Universidade do Algarve Instituto Superior de Engenharia, Portugal
2018 - 2019	Real-Time Human Body Detection and Tracking for Augmented Reality Mobile Applications Co-supervisor of Roman Bajireanu	Engenharia Elétrica e Eletrónica (Master) Universidade do Algarve, Portugal
2017 - 2018	Smart Augmented Reality Application for Enhanced Museum Experience Co-supervisor of João Pereira	Engenharia Elétrica e Eletrónica (Master) Universidade do Algarve, Portugal
2016 - 2017	Data extraction in e-commerce Co-supervisor of Daniel Martins	Engenharia Elétrica e Eletrónica (Master) Universidade do Algarve, Portugal
2015 - 2015	Gestão Otimizada de Cargas Em Microgrids (Optimized Management Of Electrical Loads In Microgrids) Co-supervisor of JORGE MIGUEL DA CONCEIÇÃO EDUARDO	Engenharia Eléctrica e Electrónica (Master) Universidade do Algarve Instituto Superior de Engenharia, Portugal
2014 - 2014	Sistema de Informação para a Representação e Deteção de Modelos de Jogo no Futebol ("Information System for Representation and Detection of Game Models in Football") Co-supervisor of ANTÓNIO MIGUEL GONÇALVES BELGUINHA	Engenharia Eléctrica e Electrónica (Master) Universidade do Algarve Instituto Superior de Engenharia, Portugal
2014 - 2014	Plataforma para Gestão e Monotorização de Eventos ("Platform for Management and Monitoring of Events") Co-supervisor of JOSÉ ISABEL DOS SANTOS	Engenharia Eléctrica e Electrónica (Master) Universidade do Algarve Instituto Superior de Engenharia, Portugal
2014 - 2014	Ferramentas web para análise da performance de uma equipa de futebol ("Web Tools for Analyzing the Performance of a Football Team") Co-supervisor of Pedro Gil de Almeida Rodrigues	Engenharia Eléctrica e Electrónica (Master) Universidade do Algarve Instituto Superior de Engenharia, Portugal
2013 - 2014	Ferramenta web para o estudo da performance de uma equipa de futebol baseada em vídeo clips ("Web Tool for Studying Football Team Performance Based on Video Clips") Co-supervisor of Pedro Rodrigues	Engenharia Elétrica e Eletrónica (Master) Universidade do Algarve, Portugal
2013 - 2014	Sistema de Monitorização de Eventos via Android ("Android-Based Event Monitoring System") Co-supervisor of José dos Santos	Engenharia Elétrica e Eletrónica (Master) Universidade do Algarve, Portugal
2012 - 2012	Algoritmos Ant Colony Optimization para Construção de Planos Evacuação em situações de Emergência. Supervisor of Mateus Andrade	Engenharia Eléctrica e Electrónica (Master) Universidade do Algarve, Portugal
2011 - 2011	Algoritmos Ant Colony Optimization para o Encaminhamento de Informação em Redes IP com Fios. ("Ant Colony Optimization Algorithms for Information Routing in Wired IP Networks.") Supervisor of João Mapisse	Engenharia Eléctrica e Electrónica (Master) Universidade do Algarve, Portugal
2007 - 2007	SVG - Geração de conteúdos gráficos para a Internet ("SVG - Generation of Graphic Content for the Internet") Supervisor of João Pinela	Engenharia Eléctrica e Electrónica (Degree) Universidade do Algarve, Portugal
2007 - 2007	GRECHUM Supervisor of Mário Cera	Engenharia Eléctrica e Electrónica (Degree) Universidade do Algarve, Portugal
2005 - 2005	E-learning: sistema computacional de apoio à formação ("E-learning: Computational System for Training Support") Supervisor of Nélia Lourenço e Anibal Mendonça	Engenharia Eléctrica e Electrónica (Degree) Universidade do Algarve, Portugal

Event organisation

	Event name Type of event (Role)	Institution / Organization
2020 - Current	Co-Organization of the workshop “SMART SYSTEMS: bringing together computer vision, sensor networks and machine learning” on the 19th International Conference on Computa- tional Science. 16-18 June 2020. Amsterdam, The Netherlands. (Held virtually) (2020)
2019 - Current	Co-Organization of the session “Sensors and Mobile Applications for Human-Computer Interaction” on the 13th International Conference on Universal Access in Human-Computer Interaction. 26 - 31 July 2019. Orlando, USA. (2019) Conference (Co-organisor)
2015 - Current	Co-Organization of the session “Sensors and Mobile Applications for Human-Computer Interaction” on the 9th International Conference on Universal Access in Human-Computer Interaction. 2-7 August 2015. Los Angeles, USA. (2015) Conference (Co-organisor)
2023 - 2023	Co-Organization of the session Universal Access in Human-Machine Cooperation and Intelligent Environments on the 17th International Conference on UAHCI: Universal Access in Human-Computer Interaction. 23-28 July 2023 (2023) Conference
2023 - 2023	Co-Organization of the workshop Smart Systems: bringing together computer vision, sensor networks and machine learning on the 23rd International Conference on Computational Science. Prague, Czech Republic, 3-5 July, 2023 (2023) Conference
2022/06/26 - 2022/07/01	Co-Organization of the session Universal Access in Human-Machine Cooperation and Intelligent Environments on the 16th International Conference on UAHCI: Universal Access in Human-Computer Interaction. 26 June - 1 July 2022. (Held virtually) (2022/06/26 - 2022/07/01) Conference (Co-organisor)
2022/06/21 - 2022/06/23	Co-Organization of the workshop Smart Systems: bringing together computer vision, sensor networks and machine learning¿ on the 22nd International Conference on Computational Science. London, United Kingdom, 21-23 June, 2022. (2022/06/21 - 2022/06/23) Conference (Co-organisor)
2021/07/24 - 2021/07/29	Co-Organization of the session Sensors and Mobile Applications for Human-Computer Interaction on the 15th International Conference on Universal Access in Human-Computer Interaction. 24 - 29 July 2021. Washington DC, USA. (Held virtually) (2021/07/24 - 2021/07/29) Congress
2021 - 2021	Co-Organization of the workshop “SMART SYSTEMS: bringing together computer vision, sensor networks and machine learning” on the 21st International Conference on Computational Science. 16-18 June 2021. Kraków, Poland. (Held virtually) (2021/06/16 - 2021/06/18) Congress (Co-organisor)
2020 - 2020	Co-Organization of the session “Sensors and Mobile Applications for Human-Computer Interaction” on the 14th International Conference on Universal Access in Human-Computer Interaction. 19 - 24 July 2020. Copenhagen, Denmark. (Held virtually) (2020/07/19 - 2020/07/24) Congress (Co-organisor)
2020 - 2020	Co-Organization of the workshop “SMART SYSTEMS: bringing together computer vision, sensor networks and machine learning” on the 20th International Conference on Computa- tional Science. 16-18 June 2020. Amsterdam, The Netherlands. (Held virtually) (2020) Conference (Co-organisor)
2019/06 - 2019/06	ICCS¿19, 9th International Conference on Computational Science (Local Organization Committee) (2019/06/12 - 2019/06/14) Congress (Member of the Organising Committee)	Universidade do Algarve, Portugal
2018 - 2018	Co-Organization of the session “Sensors and Mobile Applications for Human-Computer Interaction” on the 12th International Conference on Universal Access in Human-Computer Interaction. 14 - 21 July 2018. Las Vegas, Nevada, USA. (2018) Conference (Co-organisor)
2017 - 2017	Co-Organization of the session Sensors and Mobile Applications for Human-Computer Interaction in the 11th International Conference on Universal Access in Human-Computer Interaction. 9 - 14 July 2017. Vancouver, Canada (2017) Conference (Co-organisor)
2016 - 2016	Co-Organization of the session Sensors and Mobile Applications for Human-Computer Interaction on the 10th International Conference on Universal Access in Human-Computer Interaction. 17 - 22 July 2016. Toronto, Canada. (2016) Conference (Co-organisor)
2014 - 2014	Co-Organization of the session Web and Mobile Applications for Human-Computer Inte- raction in the 16th International Conference on Human-Computer Interaction. 22-27 June 2014. Crete, Greece. (2014) Conference (Co-organisor)
2011 - 2011	Cursos de Verão do DEE Other (Other)

Jury of academic degree

	Topic Role	Candidate name (Type of degree) Institution / Organization
2023	Determinación del efecto del tráfico marítimo en la estimación de la calidad del aire de una ciudad-puerto (Thesis) Arguer	María Inmaculada Rodríguez García (PhD) Universidad de Cádiz Escuela Superior de Ingeniería, Spain
2023	Desenvolvimento de uma Aplicação Web para Visualização de Parâmetros Ambientais ("Development of a Web Application for Visualization of Environmental Parameters") President of the jury	Breno Tartaroni Soares Garcia (Master) Universidade do Algarve Instituto Superior de Engenharia, Portugal
2023	Automatic Detection of Abandoned Vineyards Using Aerial Imagery (Thesis) Main arguer	Igor Filipe Ribeiro Teixeira (Master) Universidade de Trás-os-Montes e Alto Douro, Portugal
2023	Desenvolvimento Rápido de Aplicações Web em Low-Code ("Rapid Development of Web Applications in Low-Code") Supervisor	Felipe Cardoso Maia Noel (Master) Universidade do Algarve Instituto Superior de Engenharia, Portugal
2022	Irrigation Platform Based on Machine and Deep Learning Supervisor	Pedro Jorge Migueis Vaz Martins (Master) Universidade do Algarve Instituto Superior de Engenharia, Portugal
2022	Sistema Inteligente para Deteção de Anomalias em Consumos Hoteleiros ("Intelligent System for Detection of Anomalies in Hotel Consumption") Supervisor	Tomás Lopes de Brito Teixeira Mendes (Master) Universidade do Algarve Instituto Superior de Engenharia, Portugal
2022	A Framework for Emotion and Sentiment Predicting Supported in Ensembles Supervisor	Rui Miguel Boneco Novais (Master) Universidade do Algarve Instituto Superior de Engenharia, Portugal
2021	Framework for Controlling Automation Devices Based on Gestures President of the jury	Jedid Santos (Master) Universidade do Algarve Instituto Superior de Engenharia, Portugal
2021	Exploração de vulnerabilidades com algoritmos de inteligência artificial ("Exploitation of Vulnerabilities with Artificial Intelligence Algorithms") (Thesis) Main arguer	Kevin Baptista (Master) Instituto Politécnico de Leiria, Portugal
2021	Soluções de apoio à gestão das empresas: ERP adaptado & WMS à medida ("Solutions for Business Management Support: Customized ERP & Tailor-Made WMS") (Thesis) Main arguer	Mariana de Jesus Elói (Master) Instituto Politécnico de Leiria, Portugal
2020	Otimização da Aplicação Comercial - Concept Spa & Leisure ("Optimization of the Commercial Application - Concept Spa & Leisure") President of the jury	Aristides Miguel (Master) Universidade do Algarve Instituto Superior de Engenharia, Portugal
2019	SMART BUS STOP: people counting in a multi-view camera environment President of the jury	Michael Viegas (Master) Universidade do Algarve Instituto Superior de Engenharia, Portugal
2018	Microservices Applied to Web and Mobile Applications Internship President of the jury	Marco Freitas (Master) Universidade do Algarve Instituto Superior de Engenharia, Portugal
2017	Avaliação de Algoritmos de Carregamento de Veículos Elétricos em Parques que Integram Sistemas Fotovoltaicos em Autoconsumo ("Evaluation of Electric Vehicle Charging Algorithms in Parks Integrating Photovoltaic Systems for Self-Consumption") President of the jury	Dario Cruz (Master) Universidade do Algarve Instituto Superior de Engenharia, Portugal
2016	Sistema Inteligente de Deteção de Consumos Elétricos Anómalos ("Intelligent System for Detection of Anomalous Electrical Consumption") President of the jury	Hugo Costa (Master) Universidade do Algarve Instituto Superior de Engenharia, Portugal
2016	SGIP - Sistema de Gestão de Informação Pedagógica ("SGIP - Pedagogical Information Management System") (Thesis) Main arguer	Pedro Vinhas Laginha de Ramos (Master) Universidade do Algarve Instituto Superior de Engenharia, Portugal
2016	Monitoring of Urban Transportation Networks Using Wireless Sensor Networks (Thesis) Main arguer	Nuno Miguel G. M. Carvalho (Master) Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
2015	Sistema de Visão Inteligente de Baixo Custo para Parque de Estacionamento ("Low-Cost Intelligent Vision System for Parking Lots") President of the jury	David Saraiva (Master) Universidade do Algarve Instituto Superior de Engenharia, Portugal
2015	Sistema Remoto para Monitorização de Ambientes Refrigerados em Viaturas Automóveis ("Remote System for Monitoring Refrigerated Environments in Motor Vehicles") President of the jury	Sérgio Vasconcelos (Master) Universidade do Algarve Instituto Superior de Engenharia, Portugal
2015	Um Mecanismo Distribuído de Escalonamento de Cargas para Microgrids ("A Distributed Load Scheduling Mechanism for Microgrids") Supervisor	Jorge Eduardo (Master) Universidade do Algarve Instituto Superior de Engenharia, Portugal
2015	Interface Homem-Maquina para Controlo de Computador com o Movimento da Cabeça ("Human-Machine Interface for Computer Control with Head Movement") (Thesis) Main arguer	João Martins (Master) Universidade do Algarve Instituto Superior de Engenharia, Portugal
2014	Sistema de Informação para a Representação e Deteção de Modelos de Jogo no Futebol ("Information System for Representation and Detection of Game Models in Football") Supervisor	António Miguel da Conceição Belguinha (Master) Universidade do Algarve Instituto Superior de Engenharia, Portugal
2014	Ferramentas web para análise da performance de uma equipa de futebol ("Web Tools for Analyzing the Performance of a Football Team") Supervisor	Pedro Gil de Almeida Rodrigues (Master) Universidade do Algarve Instituto Superior de Engenharia, Portugal
2014	Sistema de Monitorização de Eventos via Android ("Event Monitoring System via Android") Supervisor	José Isabel dos Santos (Master) Universidade do Algarve Instituto Superior de Engenharia, Portugal
2013	De aluno a professor de Matemática: um percurso baseado na prática de ensino supervisionada (Thesis) Main arguer	César Manuel Rodrigues Martins (Master) Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
2013	Real-Time Transmission of Scalable Video Over Peer-To-Peer Networks (Thesis) Main arguer	Pedro Miguel Larguito Rodrigues (Master) Universidade do Algarve Instituto Superior de Engenharia, Portugal
2012	Algoritmos Ant Colony Optimization para Construção de Planos Evacuação em situações de Emergên- cia. Supervisor	Mateus Andrade (Master) Universidade do Algarve, Portugal
2012	Rastreamento de jogadores de futebol tendo em vista a análise de modelos de jogo ("Tracking of Football Players for Game Model Analysis") (Thesis) Main arguer	Tiago Sousa (Master) Universidade do Algarve Instituto Superior de Engenharia, Portugal
2011	Algoritmos Ant Colony Optimization para o Encaminhamento de Informação em Redes IP com Fios ("Ant Colony Optimization Algorithms for Routing Information in Wired IP Networks.") Supervisor	João Mapisse (Master) Universidade do Algarve, Portugal
2009	Sobre Algunas Clases Polinomiales de Satisfacibilidad. Aplicaciones a la Resolución de Problemas Geométricos ("About Some Polynomial Classes of Satisfiability: Applications to the Resolution of Geometric Problems") (Thesis) Arguer	José Rodrigues (PhD) Universidad de Sevilla, Spain

Course / Discipline taught

	Academic session	Degree Subject (Type)	Institution / Organization
2022 - Current	Machine Learning	Electrical and Computer Engineering (Mestrado)	Universidade do Algarve Instituto Superior de Engenharia, Portugal
2022 - Current	Introduction to Data Science	Electrical and Computer Engineering (Mestrado)	Universidade do Algarve Instituto Superior de Engenharia, Portugal
2006 - Current	Data Bases	Engenharia Elétrica e Eletrónica (Licenciatura)	Universidade do Algarve, Portugal
2019 - 2021	Data Handling and Machine Learning	Electrical and Computer Engineering (Mestrado)	Universidade do Algarve, Portugal
2012 - 2019	Curso para a Avaliação da Componente Específica de Matemática da Prova de Ingresso para Maiores de 23 Anos	Outra (Outros)	Universidade do Algarve, Portugal
2016 - 2018	Technologies for Information Production and Publication	Sistemas e Tecnologias de Informação (Curso Técnico Superior Profissional)	Universidade do Algarve, Portugal
2012 - 2018	Tecnologias para a Produção e Publicação de Informação	Tecnologias de Informação e Comunicação (Licenciatura)	Universidade do Algarve, Portugal
2010 - 2018	Multi-agent Systems	Electrical and Computer Engineering (Mestrado integrado)	Universidade do Algarve, Portugal
2011 - 2011	Curso Para A Avaliação Da Componente Específica De Matemática Da Prova De Ingresso Para Maiores De 23 Anos ("Course for the Assessment of the Specific Mathematics Component of the Entrance Exam for Over 23s")	Outra (Curso médio)	Universidade do Algarve, Portugal
2011 - 2011	MySQL: Bases de dados para todos ("MySQL: Databases for Everyone")	Outra (Outros)	Universidade do Algarve, Portugal

Interview (tv / radio show)

	Program	Topic
2016 - 2016	Banda Larga ("Broadband" radio show)	TeSP STI
2015 - 2015	Banda Larga ("Broadband" radio show)	i3FR Project (part I)
2015 - 2015	Banda Larga ("Broadband" radio show)	i3FR Project (part II)
2011/06/13 - 2011/06/13	Banda Larga	Cursos de Verão do DEE