José Luís Valente de Oliveira (1F12-C1D3-7717)

Curriculum Vitae

José Luís Valente de Oliveira

Nova-Lincs Group: Intelligent Systems Research Topics: Generative Artificial Intelligence; Deep Learning; Clustering; Natural Computing Google Scholar: https://scholar.google.com/citations?user=hflsPB8AAAAJ José Valente de Oliveira received the Hab. in Informatics Engineering (2022) from University of Algarve, Ph.D. (1996), M.Sc. (1992), and a (5-years) Licentiate in Electronics and Computer Engineering (1988), all from the IST, University of Lisbon. Currently he is an Associate Professor at the Faculty of Sciences and Technology of the University of Algarve where he serves as the Head of the Department of Electronics and Informatics Engineering and as the Director of the PhD Program in Informatics Eng. In the past he served as Deputy Dean (2000-2003) and President of the Pedagogical Board (2010-2011). His research interests are in the interdisciplinary areas of generative artificial intelligence, machine learning, and natural computing. José Valente de Oliveira is an integrated member of Nova-Lincs research center (UAlg branch) and a collaborator of the Center of Intelligent Systems , idMEC, a research Institute member of the Associated Laboratory for Energy, Transports and Aeronautics (LAETA) where is was an integrated member from 2020 to 2023. José Valente de Oliveira serves in the editorial board of several WoS journals, including as Associate Editor of the Journal of Intelligent and Fuzzy Systems, is an editor of the books Advances in Fuzzy Clustering and Its Applications, Wiley 2007; and Human-Computer Interaction: The Agency Perspective, Springer, 2012. He has been listed as one of the top 2% world scientists with career-long citation impact (2019, 2020, 2023) and with citation impact during a single calendar year in Information & Communication Technologies, subfield: Artificial Intelligence & Image Processing, according to a Stanford University study and its successive updates. He was a visiting Faculty at University of Alberta (2005), Universidade Nacional de Timor Loro Sae (2005), Carnegie Mellon University (2012), Universidade Federal do Ceará (2013), an Ecuador Prometeo Researcher at UPS (2015), and Chongqing Technology and Business University (2017). Selected Publications: Ziqiang Pu, Diego Cabrera, Chuan Li, and José Valente de Oliveira, Sliced Wasserstein cycle consistency generative adversarial networks for fault data augmentation of an industrial robot, Expert Systems with Applications (2022 Impact Factor: 8.665) Vol. 222, pp. 119754, 2023 Ziqiang Pu, Diego Cabrera, Chuan Li, and José Valente de Oliveira, VGAN: Generalizing MSE GAN and WGAN-GP for robot fault diagnosis, IEEE Intelligent Systems, (2022 Impact Factor: 3.405) Vol. 37 Issue 3, pp. 65-75, 2022. Mariana Daniel, Rui Guerra, António Brázio, Daniela Rodrigues, Ana Margarida Cavaco, Dulce M. Antunes, and José Valente de Oliveira, Feature discovery in NIR spectroscopy based Rocha pear classification, Expert Systems with Applications, vol. 177, pp. 114949, 2021 (2019 Impact Factor: 5.452) L. Garcia-Hernandez, J. A. Garcia-Hernandez, L. Salas Morera, C. Carmona Muñoz, N. S. Alghamdi, J. Valente de Oliveira, and Sancho Salcedo Sanz, Addressing Unequal Area Facility Layout Problems using a Coral Reef Optimization Algorithm with Sub-Strate Layers, Engineering Application of Artificial Intelligence, vol. 93, pp. 103697, 2020. Chuan Li, José Valente de Oliveira, Mariela Cerrada, Diego Cabrera, René-Vinicio Sanchez, and Grover Zurita, A systematic review of fuzzy formalisms for bearing fault diagnosis, IEEE Transactions Fuzzy Systems (2018 Impact Factor: 8.415 ) vol. 27, no. 7, pp. 1362-1382, July 2019.

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Identification

Personal identification

Full name: José Luís Valente de Oliveira

Citation names

Valente de Oliveira, JOSÉ

Author identifiers

Ciência ID: 1F12-C1D3-7717
ORCID iD: 0000-0001-5337-5699
Google Scholar ID: https://scholar.google.com/citations?user=hflsPB8AAAAJ&hl=en
Researcher Id: https://www.webofscience.com/wos/author/record/B-6426-2008
Scopus Author Id: https://www.scopus.com/authid/detail.uri?authorId=7202554726

Knowledge fields

Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics
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)
French	Upper intermediate (B2)	Advanced (C1)	Upper intermediate (B2)	Advanced (C1)	Upper intermediate (B2)
Spanish; Castilian	Advanced (C1)	Advanced (C1)	Upper intermediate (B2)	Proficiency (C2)	Upper intermediate (B2)

Education

	Degree	Classification
2022/03/31 Concluded	Engenharia Informática (Título de Agregado) Universidade do Algarve, Portugal	Aprovado por unanimidade
1996/10 Concluded	Engenharia Electrotécnica e de Computadores (Doutoramento) Universidade de Lisboa Instituto Superior Técnico, Portugal "Fuzzy formalisms for adaptive predictive control (in Portuguese)" (THESIS/DISSERTATION)	Aprovado com Louvor e Distinção por unanimidade.
1992 Concluded	Engenharia Electrotécnica e de Computadores (Mestrado) Major in Sem especialidade Universidade de Lisboa Instituto Superior Técnico, Portugal "Identificação e modelação difusa de sistemas dinâmicos" (THESIS/DISSERTATION)
1988/09 Concluded	Engenharia Electrotécnica e de Computadores (Licenciatura) Universidade de Lisboa Instituto Superior Técnico, Portugal

Affiliation

Science

	Category Host institution	Employer
2024/02/01 - Current	Researcher (Research)	Universidade Nova de Lisboa Laboratório para a Ciência da Computação e Informática, Portugal

2020/01 - Current	Researcher (Research)	Universidade do Algarve Centro de Investigação Tecnológica do Algarve, Portugal

2020/10/01 - 2023/12/31	Researcher (Research)	Center of Intelligent Systems, IDMEC, LAETA, Portugal

2013/09 - 2018/11	Researcher (Research)	Universidade do Algarve Centro de Electronica Optoelectrônica e Telecomunicacoes, Portugal

1997 - 2000/02	Researcher (Research)	Universidade da Beira Interior Centro de Matemática e Aplicações, Portugal

1996/11 - 1997/02	Postdoc (Research)	Instituto de Engenharia de Sistemas e Computadores, Portugal

1991 - 1996/11	Researcher (Research)	Instituto de Engenharia de Sistemas e Computadores, Portugal

Teaching in Higher Education

	Category Host institution	Employer
2023/01/01 - Current	Associate Professor (University Teacher)	Universidade do Algarve, Portugal

2000/02/14 - 2023/01/01	Assistant Professor (University Teacher)	Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal

1997/03/17 - 2000/02/13	Assistant Professor (University Teacher)	Universidade da Beira Interior, Portugal

Positions / Appointments

	Category Host institution	Employer
2024/02/27 - Current	Member of the working group for pedagogical innovation and new technologies at UAlg	Universidade do Algarve, Portugal

2023/07/19 - Current	Head of the Department of Electronics and Informatics Engineering	Universidade do Algarve, Portugal
	Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
2023/03 - Current	Diretor of the PhD program in Informatics Engineering	Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
	Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
2023/03 - 2023/07/19	Diretor of the Msc program in Informatics Engineering	Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
	Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
2000/12 - 2013/12	Organic Unit Sub-director	Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
	Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
2009/10 - 2012/10	Diretor of the Msc program in Informatics Engineering	Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
	Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
2010/03 - 2011/10	President of the Pedagogic Council	Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
	Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
1998/11 - 2000/02	Diretor of the Lic in Mathematics and Informatics	Universidade da Beira Interior, Portugal
	Universidade da Beira Interior, Portugal

Projects

Contract

	Designation	Funders
2024/03/01 - Current	H2tALENT - Project 101137611 101137611 Principal investigator Universidade do Algarve, Portugal	European Commission Ongoing
2024/01/09 - Current	Deep generative models for data augmentation in fault detection 2023.10664.CPCA.A0 Principal investigator Universidade do Algarve - Campus de Gambelas, Portugal	Rede Nacional de Computação Avançada Fundação para a Ciência e a Tecnologia Ongoing
2023/05 - Current	SEA-EU 2.0 Alliance ERASMUS-EDU-2022-EUR-UNIV-1 Researcher Universidade do Algarve, Portugal	Erasmus Plus Ongoing
2023/01 - Current	Project 10ID00214 EUROHPC phase 2 10ID00214 Researcher Universidade do Algarve, Portugal	European Commission Ongoing
2023/01 - Current	ERASMUS+ ADVANCED COMPUTING CONSORTIUM (AdvCC) 2021-1-PT01- KA130-HED-000005845 Researcher Universidade do Algarve, Portugal	Erasmus Plus Ongoing
2023/09/01 - 2024/11/30	SoUalg - System for observing and promoting academic success and reducing dropout rates at the University of Algarve 10IS00047 Researcher Universidade do Algarve, Portugal	Direção Geral do Ensino Superior Ongoing
2020/01/01 - 2023/12/31	Associate Laboratory of Energy, Transports and Aeronautics 10.54499/UIDB/50022/2020 Researcher Instituto de Ciência e Inovação em Engenharia Mecânica e Engenharia Industrial, Portugal Associated Laboratory for Energy Transports and Aeronautics, Portugal Associação para o Desenvolvimento da Aerodinâmica Industrial, Portugal Instituto de Engenharia Mecânica, Portugal Universidade da Beira Interior, Portugal	Fundação para a Ciência e a Tecnologia Concluded
2019/01/01 - 2019/12/31	Centro de Electrónica, Optoelectrónica e Telecomunicações UID/Multi/00631/2019 Researcher Universidade do Algarve, Portugal Universidade do Algarve Centro de Electronica Optoelectrônica e Telecomunicacoes, Portugal	Fundação para a Ciência e a Tecnologia Concluded
2017/02 - 2019/02	Multimodal Deep Learning of Deterioration and Fault Prognosis for Wind Turbine Drivetrains FCT: 441.00 Principal investigator Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal	Fundação para a Ciência e a Tecnologia Concluded
2016 - 2016	Desarrollo de técnicas y tecnologias para el mantenimiento basado en condicion de equipos rotativos, como contribucion a la eficiencia energética industrial NA Researcher	Secretaría de Educación Superior Ciencia Tecnología e Innovación Concluded
2014/03/01 - 2015/06/30	A sparse coding hierarchy for realtime object recognition in complex scenes EXPL/EEI-SII/1982/2013 Researcher Universidade do Algarve Centro de Investigação Tecnológica do Algarve, Portugal	Fundação para a Ciência e a Tecnologia Concluded
2008 - 2008	Braille Vox - Open-source optical Braille reader with speech generation GNU General Public License, GPLv3. Principal investigator Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal	Concluded
2007 - 2008	Promoção do sucesso escolar e combate ao abandono e ao insucesso no ensino superior POCI/ALG/04.01.02/0021/0001/2006 Researcher Universidade do Algarve, Portugal	Concluded
2001 - 2003	Application of Soft-Computing Techniques to Hydroponic Greenhouse Environmental Control of Vegetable Production POCTI/MGS/33906/2000 Researcher Universidade do Algarve, Portugal	Concluded
1999/05 - 2002/12	Hipocrates: Robust Control of Neuromuscular Blockage PRAXIS/P/EEI/10149/1998 Principal investigator Universidade da Beira Interior, Portugal	Concluded
1992/12 - 1994/12	Intelligent Control and Supervision of Industrial Plants STRDA/C/TIT/94/92 Researcher Instituto de Engenharia de Sistemas e Computadores, Portugal	Concluded

Outputs

Publications

Book chapter	Pu, Ziqiang; Li, Chuan; Valente de Oliveira, JOSÉ. "On the Effect of Loss Function in GAN Based Data Augmentation for Fault Diagnosis of an Industrial Robot". In Applications of Generative AI, edited by Zhihan Lyu, 309-349. Springer International Publishing, 2024. Published • 10.1007/978-3-031-46238-2_16 Valente de Oliveira, JOSÉ; Lemos, João. "Predictive Control". In Handbook of Fuzzy Computation. Institute of Physics Publishing and Oxford University Press, 2018. Published Fazendeiro, Paulo; Valente de Oliveira, JOSÉ. "Observer-Biased Analysis of Gene Expression Profiles". In Advances in Bioinformatics and Biomedical Engineering, 117-137. IGI Global, 2015. Published • 10.4018/978-1-4666-6611-5.ch006 Fazendeiro, P.; Valente de Oliveira, JOSÉ. "Semantic Driven Fuzzy Clustering for Human- Centric Information Processing Applications". In Human-Centric Information Processing Through Granular Modelling. Springer-Verlag, 2009. Published Fazendeiro, Paulo; Valente de Oliveira, JOSÉ. "Fuzzy Clustering as a Data-Driven Development Environment for Information Granules". In Handbook of Granular Computing, 153-169. John Wiley & Sons, Ltd, 2008. Published • 10.1002/9780470724163.ch7 Valente de Oliveira, JOSÉ; Fazendeiro, Paulo. "On the Achievement of Both Accurate and Interpretable Fuzzy Systems Using Data-Driven Design Processes". In Accuracy Improvements in Linguistic Fuzzy Modeling. Physica-Verlag, 2003. Published Valente de Oliveira, JOSÉ; Lemos, João. "Techniques and Applications of Fuzzy System Interface Optimizers in Various Systems ProblemsFuzzy Theory Systems: Tech- niques And Applications,". In Fuzzy Theory Systems: Techniques And Applications,. Academic Press, 1999. Published Pedrycz, Witold; Valente de Oliveira, JOSÉ. "Optimization Techniques in the Design of Fuzzy Models". In Fuzzy Theory Systems: Techniques And Applications. Academic Press, 1999. Published Valente de Oliveira, JOSÉ; Lemos, João. "A simplified fuzzy framework for adaptive long-range predictive control". In Advances in Fuzzy Control. Physica-Verlag, 1998. Published Pedrycz, Witold; Valente de Oliveira, JOSÉ. "Prediction using Relational Models". In Fuzzy Modelling: Paradigms and Practice. Kluwer Academic Publishers, 1996. Published Pedrycz, Witold; Valente de Oliveira, JOSÉ. "Semantically valid optimization of fuzzy models". In Fuzzy Logic and its Applications to Engineering, Information Sciences, and Intelligent Systems. Kluwer Academic Publishers, 1995. Published
Conference paper	Sabara, Razi; Soares, Cristiano; Zabel, Friedrich; Valente de Oliveira, JOSÉ; Jesus, Sergio M.. "Automatic Acoustic Target Detection and Classification off the Coast of Portugal". Paper presented in Global Oceans 2020, Singapore, 2020. Published • 10.1109/ieeeconf38699.2020.9389067 Medina, Ruben; Cerrada, Mariela; Cabrera, Diego; Sanchez, Rene-Vinicio; Li, Chuan; Valente de Oliveira, JOSÉ. "Deep Learning-Based Gear Pitting Severity Assessment Using Acoustic Emission, Vibration and Currents Signals". Paper presented in 2019 Prognostics and System Health Management Conference (PHM-Paris), Paris, 2019. Published • 10.1109/phm-paris.2019.00042 Baltazar, Sergio; Li, Chuan; Daniel, Helder; Valente de Oliveira, JOSÉ. "A Review on Neurocomputing Based wind Turbines Fault Diagnosis and Prognosis". Paper presented in 2018 Prognostics and System Health Management Conference (PHM-Chongqing), Chongqing, 2018. Published • 10.1109/phm-chongqing.2018.00081 Li, Chuan; Ledo, Luiz; Delgado, Myriam; Cerrada, Mariela; Sanchez, Rene-Vinicio; Cabrera, Diego; Valente de Oliveira, JOSÉ. "GKFP: A New Fuzzy Clustering Method Applied to Bearings Diagnosis". Paper presented in 2018 Prognostics and System Health Management Conference (PHM-Chongqing), Chongqing, 2018. Published • 10.1109/phm-chongqing.2018.00227 Li, Chuan; Cerrada, Mariela; Cabrera, Diego; Sanchez, Rene Vinicio; Pacheco, Fannia; Ulutagay, Gozde; Valente de Oliveira, JOSÉ. "Some Preliminary Results on the Comparison of FCM, GK, FCMFP and FN-DBSCAN for Bearing Fault Diagnosis". Paper presented in 2017 International Conference on Sensing, Diagnostics, Prognostics, and Control (SDPC), Shangai, 2017. Published • 10.1109/sdpc.2017.18 Pacheco, Fannia; Cerrada, Mariela; Sanchez, Rene Vinicio; Cabrera, Diego; Li, Chuan; Valente de Oliveira, JOSÉ. "A methodological framework using statistical tests for comparing machine learning based models applied to fault diagnosis in rotating machinery". Paper presented in 2016 IEEE Latin American Conference on Computational Intelligence (LA-CCI), Cartagena, 2016. Published • 10.1109/la-cci.2016.7885715 Pacheco, Fannia; Cerrada, Mariela; Sanchez, Rene Vinicio; Cabrera, Diego; Li, Chuan; Valente de Oliveira, JOSÉ. "Clustering algorithm using rough set theory for unsupervised feature selection". Paper presented in 2016 International Joint Conference on Neural Networks (IJCNN), Vancouver, 2016. Published • 10.1109/ijcnn.2016.7727647 Fazendeiro, P.; Valente de Oliveira, JOSÉ. "A fuzzy clustering algorithm with a variable focal point". Paper presented in IEEE International Conference on Fuzzy Systems (Fuzzieee), 2008. Published • 10.1109/FUZZY.2008.4630499 Duro, J.A.; Valente de Oliveira, JOSÉ. "Particle swarm optimization applied to the chess game". Paper presented in 2008 IEEE Congress on Evolutionary Computation, CEC 2008, 2008. Published • 10.1109/CEC.2008.4631299 Fazendeiro, Paulo; Valente de Oliveira, JOSÉ. "A semantic driven evolutive fuzzy clustering algorithm". Paper presented in 2007 IEEE International Conference on Fuzzy Systems, 2007. Published • 10.1109/fuzzy.2007.4295668 Fazendeiro, Paulo; Valente de Oliveira, JOSÉ. "Multi-Objective evolutionary optimization of accuracy and interpretability for neuromuscular blockade control". Paper presented in Proc. of IFSA 2006 – The International Fuzzy Systems Association World Congress, 2006. Published Fazendeiro, Paulo; Valente de Oliveira, JOSÉ. "A Working Hypothesis on the Semantics/Accuracy Synergy". Paper presented in EUSFLAT-LFA 2005 - Joint 4th EUSFLAT & 11th LFA Conference, Barcelona, 2005. Published Pedrycz, Witold; Valente de Oliveira, JOSÉ. "An Rn Reconstruction problem in linguistic interfaces". Paper presented in IFSA 2005 - The International Fuzzy Systems Association World Congress, 2005. Published Fazendeiro, Paulo; Valente de Oliveira, JOSÉ. "A survey of fuzzy control strategies for neuromuscular blockade using continuous infusion of atracurium". Paper presented in IEEE International Conference on Fuzzy Systems (Fuzzieee), 2002. Published Fazendeiro, Paulo; Valente de Oliveira, JOSÉ. "Estratégias de Controlo Difuso para Bloqueio Neuromuscular". Paper presented in UBI engenharias’ 2001, 2001. Published Ruano, A.E.; Cabrita, C.; Valente de Oliveira, JOSÉ; Tikk, D.; Koczy, L.T.. "Supervised training algorithms for B-spline neural networks and fuzzy systems". Paper presented in Proceedings Joint 9th IFSA World Congress and 20th NAFIPS International Conference, 2001. Published • 10.1109/nafips.2001.943675 Valente de Oliveira, JOSÉ. "On the optimization of fuzzy systems using bio-inspired strategies". Paper presented in IEEE International Conference on Fuzzy Systems (Fuzzieee), 1998. Published Valente de Oliveira, JOSÉ; Mendonça, T; Lemos, João; Lago, P. "Fuzzy model-based adaptive predictive control of neuro-muscular relaxation using continuous infusion". Paper presented in SIAC’98 - Second Symposium on Intelligent Automation and Control (as part of the WAC’98 - World Automation Conference, 1998. Published Valente de Oliveira, JOSÉ; Lemos, João. "Simplifying fuzzy relational structures for adaptive control". Paper presented in International Fuzzy Systems Association World Congress - IFSA'97, 1997. Published Pedrycz, W.; Valente de Oliveira, JOSÉ. "Some design options for optimal fuzzy model I/O interfaces". Paper presented in IEEE International Conference on Fuzzy Systems (Fuzzieee), 1996. Published • 10.1109/fuzzy.1996.552394 Valente de Oliveira, JOSÉ; Lemos, João. "Speeding up fuzzy relational identification: the RLS approach". Paper presented in International Fuzzy Systems Association World Congress, 1995. Published Valente de Oliveira, JOSÉ; Lemos, J.M.. "Fuzzy model based long-range predictive control". Paper presented in IEEE International Conference on Fuzzy Systems (Fuzzieee), 1994. Published Pedrycz, Witold; Valente de Oliveira, JOSÉ. "Fuzzy relational modeling of dynamic systems with regenarative I/O interfaces". Paper presented in IEEE International Conference on Fuzzy Systems (Fuzzieee), 1994. Published Valente de Oliveira, JOSÉ; Lemos, João. "Controlo preditivo difuso". Paper presented in CONTROLO 94 ¿ Primeiro Encontro Português de Controlo Automático, Porto, 1994. Published Valente de Oliveira, JOSÉ. "On optimal fuzzy systems I/O interfaces". Paper presented in IEEE International Conference on Fuzzy Systems (Fuzzieee), 1993. Published Valente de Oliveira, JOSÉ; Lemos, J.Miranda. "System modelling and fuzzy relational identification". Paper presented in IEEE International Conference on Fuzzy Systems (Fuzzieee), 1993. Published Pedrycz, Witold; Valente de Oliveira, JOSÉ. "Optimization of fuzzy relational models". Paper presented in Proc. of the Fifth International Fuzzy Systems Association World Congress, 1993. Published Pedrycz, Witold; Valente de Oliveira, JOSÉ. "An alternative architecture for application-driven fuzzy systems". Paper presented in International Fuzzy Systems Association World Congress, 1993. Published Valente de Oliveira, JOSÉ; A. J. Krijgsman; H. B. Verbruggen; Lemos, João. "Comparing neural networks and fuzzy systems as tools for process modelling". Paper presented in First European Congress on Fuzzy and Intelligent Technologies, EUFIT'93, 1993. Published Valente de Oliveira, JOSÉ; Miguel de Campos, A.; Tavora, J.. "Object-Oriented Approach To Simulation Of Perception And Navigation For Mobile Robots". Paper presented in Intelligent Robots and Computer Vision VIII: Systems and Applications, 1990. Published • 10.1117/12.969806 Valente de Oliveira, JOSÉ; Vitor M Costa; Távora J; Miguel de Campo, A. "MOBILE – An object-oriented mobile robot simulator". Paper presented in 6th IFAC Symposium on Information Control Problems in Manufacturing Technology, 1989. Published Valente de Oliveira, JOSÉ; Limas Serafim A. "Optimização de características e calibração de um sistema de classificação automática de mosaicos de aglomerado de cortiça". Paper presented in Primeiras Jornadas de Projeto, Planeamento e Produção Assistidos por Computador,, 1987. Published
Conference poster	Daniel, Helder; Baltazar, M.S.; Moura, M. M. M.; Valente de Oliveira, JOSÉ. "Wind turbine gearbox fault identification with 1D CNNs". Paper presented in Encontro da Rede Nacional de Computação Avançada 2023, 2023.
Edited book	Li, Chuan; Valente de Oliveira, JOSÉ; Ping Ding, Wei Guo, Juanjuan Shi, Yun Bai. Proceedings of the 2017 International Conference on Sensing, Diagnosis, and Control (SDPC 2017). IEEE. 2017. Published • Editor Marielba Zacarias; Valente de Oliveira, JOSÉ. Human-Computer Interaction: The Agency Perspective. Springer Berlin Heidelberg. 2012. Published • 10.1007/978-3-642-25691-2 • Editor Valente de Oliveira, JOSÉ; Pedrycz, Witold. Advances in Fuzzy Clustering and its Applications. Wiley. 2007. Published • Editor
Journal article	Khalid El Amraoui; Ziqiang Pu; Lahcen Koutti; Lhoussaine Masmoudi; Valente de Oliveira, JOSÉ. Corresponding author: Khalid El Amraoui. "A super resolution method based on generative adversarial networks with quantum feature enhancement: Application to aerial agricultural images". Neurocomputing (2024): https://www.sciencedirect.com/science/article/pii/S0925231224001176. In press Pu, Ziqiang; Cabrera, Diego; Li, Chuan; Valente de Oliveira, JOSÉ. "Sliced Wasserstein cycle consistency generative adversarial networks for fault data augmentation of an industrial robot". Expert Systems with Applications 222 (2023): 119754. http://dx.doi.org/10.1016/j.eswa.2023.119754. Published • 10.1016/j.eswa.2023.119754 Ziqiang Pu; Diego Cabrera; Chuan Li; Valente de Oliveira, JOSÉ. "VGAN: Generalizing MSE GAN and WGAN-GP for Robot Fault Diagnosis". IEEE Intelligent Systems 37 3 (2022): 65-75. https://doi.org/10.1109/MIS.2022.3168356. Published • 10.1109/MIS.2022.3168356 Li, Chuan; Cabrera, Diego; Sancho, Fernando; Sanchez, Rene-Vinicio; Cerrada, Mariela; Valente de Oliveira, JOSÉ. "One-Shot Fault Diagnosis of Three-Dimensional Printers Through Improved Feature Space Learning". IEEE Transactions on Industrial Electronics 68 9 (2021): 8768-8776. http://dx.doi.org/10.1109/tie.2020.3013546. Published • 10.1109/tie.2020.3013546 Daniel, Mariana; Guerra, Rui; Brázio, António; Rodrigues, Daniela; Cavaco, Ana Margarida; Antunes, Maria Dulce; Valente de Oliveira, JOSÉ. "Feature discovery in NIR spectroscopy based Rocha pear classification". Expert Systems with Applications 177 (2021): 114949. http://dx.doi.org/10.1016/j.eswa.2021.114949. Published • 10.1016/j.eswa.2021.114949 Li, Chuan; Cabrera, Diego; Sancho, Fernando; Sánchez, René-Vinicio; Cerrada, Mariela; Long, Jianyu; Valente de Oliveira, JOSÉ. "Fusing convolutional generative adversarial encoders for 3D printer fault detection with only normal condition signals". Mechanical Systems and Signal Processing 147 (2021): 107108. http://dx.doi.org/10.1016/j.ymssp.2020.107108. Published • 10.1016/j.ymssp.2020.107108 Ziqiang Pu; Diego Cabrera; René-Vinicio Sánchez; Mariela Cerrada; Chuan Li; Valente de Oliveira, JOSÉ. "Exploiting Generative Adversarial Networks as an Oversampling Method for Fault Diagnosis of an Industrial Robotic Manipulator". Applied Sciences 10 21 (2020): 7712-7712. https://doi.org/10.3390/app10217712. Published • 10.3390/app10217712 Garcia-Hernandez, L.; Salas-Morera, L.; Carmona-Muñoz, C.; Alghamdi, N.S.; Valente de Oliveira, JOSÉ; Salcedo-Sanz, S.. "Addressing Unequal Area Facility Layout Problems with the Coral Reef Optimization algorithm with Substrate Layers". Engineering Applications of Artificial Intelligence 93 (2020): 103697. http://dx.doi.org/10.1016/j.engappai.2020.103697. Published • 10.1016/j.engappai.2020.103697 Garcia-Hernandez, L.; Salas-Morera, L.; Garcia-Hernandez, J.A.; Salcedo-Sanz, S.; Valente de Oliveira, JOSÉ. "Applying the coral reefs optimization algorithm for solving unequal area facility layout problems". Expert Systems with Applications 138 (2019): 112819. http://dx.doi.org/10.1016/j.eswa.2019.07.036. Published • 10.1016/j.eswa.2019.07.036 Li, Chuan; Valente de Oliveira, JOSÉ; Cerrada, Mariela; Cabrera, Diego; Sanchez, Rene Vinicio; Zurita, Grover. "A Systematic Review of Fuzzy Formalisms for Bearing Fault Diagnosis". IEEE Transactions on Fuzzy Systems 27 7 (2019): 1362-1382. http://dx.doi.org/10.1109/tfuzz.2018.2878200. Published • 10.1109/tfuzz.2018.2878200 Li, Chuan; Cerrada, Mariela; Cabrera, Diego; Sanchez, René Vinicio; Pacheco, Fannia; Ulutagay, Gözde; Valente de Oliveira, JOSÉ. "A comparison of fuzzy clustering algorithms for bearing fault diagnosis". Journal of Intelligent & Fuzzy Systems 34 6 (2018): 3565-3580. http://dx.doi.org/10.3233/jifs-169534. Published • 10.3233/jifs-169534 Mariela Cerrada; Chuan Li; René-Vinicio Sánchez; Fannia Pacheco; Diego Cabrera; Valente de Oliveira, JOSÉ. "A fuzzy transition based approach for fault severity prediction in helical gearboxes". Fuzzy Sets and Systems 337 (2018): 52-73. https://doi.org/10.1016/j.fss.2016.12.017. Published • 10.1016/j.fss.2016.12.017 Chen, Zhi-Qiang; Wang, Rong-Long; Sanchez, René-Vinicio; Valente de Oliveira, JOSÉ; Li, Chuan. "An adaptive genomic difference based genetic algorithm and its application to memetic continuous optimization". Intelligent Data Analysis 22 2 (2018): 363-382. http://dx.doi.org/10.3233/ida-173402. Published • 10.3233/ida-173402 Bai, Yun; Sun, Zhenzhong; Zeng, Bo; Long, Jianyu; Li, Lin; Valente de Oliveira, JOSÉ; Li, Chuan. "A comparison of dimension reduction techniques for support vector machine modeling of multi-parameter manufacturing quality prediction". Journal of Intelligent Manufacturing 30 5 (2018): 2245-2256. http://dx.doi.org/10.1007/s10845-017-1388-1. Published • 10.1007/s10845-017-1388-1 Cerrada, Mariela; Sánchez, René-Vinicio; Li, Chuan; Pacheco, Fannia; Cabrera, Diego; Valente de Oliveira, JOSÉ; Vásquez, Rafael E.. "A review on data-driven fault severity assessment in rolling bearings". Mechanical Systems and Signal Processing 99 (2018): 169-196. http://dx.doi.org/10.1016/j.ymssp.2017.06.012. Published • 10.1016/j.ymssp.2017.06.012 Bexiga, Florentino; Rodrigues, Daniela; Guerra, Rui; Brázio, António; Balegas, Tiago; Cavaco, Ana M.; Antunes, Maria Dulce; Valente de Oliveira, JOSÉ. "A TSS classification study of ‘Rocha’ pear ( Pyrus communis L.) based on non-invasive visible/near infra-red reflectance spectra". Postharvest Biology and Technology 132 (2017): 23-30. http://dx.doi.org/10.1016/j.postharvbio.2017.05.014. Published • 10.1016/j.postharvbio.2017.05.014 Diego Cabrera; Fernando Sancho; Chuan Li; Mariela Cerrada; René-Vinicio Sánchez; Fannia Pacheco; Valente de Oliveira, JOSÉ. "Automatic feature extraction of time-series applied to fault severity assessment of helical gearbox in stationary and non-stationary speed operation". Applied Soft Computing 58 (2017): 53-64. https://doi.org/10.1016/j.asoc.2017.04.016. Published • 10.1016/j.asoc.2017.04.016 Li, Chuan; Ledo, Luiz; Delgado, Myriam; Cerrada, Mariela; Pacheco, Fannia; Cabrera, Diego; Sánchez, René-Vinicio; Valente de Oliveira, JOSÉ. "A Bayesian approach to consequent parameter estimation in probabilistic fuzzy systems and its application to bearing fault classification". Knowledge-Based Systems 129 (2017): 39-60. http://dx.doi.org/10.1016/j.knosys.2017.05.007. Published • 10.1016/j.knosys.2017.05.007 Valente de Oliveira, JOSÉ; Szabo, Alexandre; de Castro, Leandro Nunes. "Particle Swarm Clustering in clustering ensembles: Exploiting pruning and alignment free consensus". Applied Soft Computing 55 (2017): 141-153. http://dx.doi.org/10.1016/j.asoc.2017.01.035. Published • 10.1016/j.asoc.2017.01.035 Fannia Pacheco; Mariela Cerrada; René-Vinicio Sánchez; Diego Cabrera; Chuan Li; Valente de Oliveira, JOSÉ. "Attribute clustering using rough set theory for feature selection in fault severity classification of rotating machinery". Expert Systems with Applications 71 (2017): 69-86. https://doi.org/10.1016%2Fj.eswa.2016.11.024. Published • 10.1016/j.eswa.2016.11.024 Ledo, Luiz; Regattieri Delgado, Myriam; Valente de Oliveira, JOSÉ. "Synthesis of probabilistic fuzzy classifiers using GK clustering and Bayesian estimation". IEEE Latin America Transactions 15 3 (2017): 550-556. http://dx.doi.org/10.1109/tla.2017.7867607. Published • 10.1109/tla.2017.7867607 Li, Chuan; Cabrera, Diego; Valente de Oliveira, JOSÉ; Sanchez, René-Vinicio; Cerrada, Mariela; Zurita, Grover. "Extracting repetitive transients for rotating machinery diagnosis using multiscale clustered grey infogram". Mechanical Systems and Signal Processing 76-77 (2016): 157-173. http://dx.doi.org/10.1016/j.ymssp.2016.02.064. Published • 10.1016/j.ymssp.2016.02.064 Fannia Pacheco; Valente de Oliveira, JOSÉ; René-Vinicio Sánchez; Mariela Cerrada; Diego Cabrera; Chuan Li; Grover Zurita; Mariano Artés. "A statistical comparison of neuroclassifiers and feature selection methods for gearbox fault diagnosis under realistic conditions". Neurocomputing 194 (2016): 192-206. https://doi.org/10.1016/j.neucom.2016.02.028. Published • 10.1016/j.neucom.2016.02.028 Valente de Oliveira, JOSÉ; Baltazar, Sérgio; Daniel, Helder. "On asynchronous parallelization of order-based GA over grid-enabled heterogenous commodity hardware". Soft Computing 21 21 (2016): 6351-6368. http://dx.doi.org/10.1007/s00500-016-2190-2. Published • 10.1007/s00500-016-2190-2 Li, Chuan; Valente de Oliveira, JOSÉ; Sanchez, René-Vinicio; Cerrada, Mariela; Zurita, Grover; Cabrera, Diego. "Fuzzy determination of informative frequency band for bearing fault detection". Journal of Intelligent & Fuzzy Systems 30 6 (2016): 3513-3525. http://dx.doi.org/10.3233/ifs-162097. Published • 10.3233/ifs-162097 Chuan Li; Valente de Oliveira, JOSÉ; Mariela Cerrada; Fannia Pacheco; Diego Cabrera; Vinicio Sanchez; Grover Zurita. "Observer-biased bearing condition monitoring: From fault detection to multi-fault classification". Engineering Applications of Artificial Intelligence 50 (2016): 287-301. https://doi.org/10.1016%2Fj.engappai.2016.01.038. Published • 10.1016/j.engappai.2016.01.038 Bronevich, Andrey G.; Valente de Oliveira, JOSÉ. "On the model updating operators in univariate estimation of distribution algorithms". Natural Computing 15 2 (2015): 335-354. http://dx.doi.org/10.1007/s11047-015-9499-0. Published • 10.1007/s11047-015-9499-0 Fazendeiro, Paulo; Valente de Oliveira, JOSÉ. "Observer-Biased Fuzzy Clustering". IEEE Transactions on Fuzzy Systems 23 1 (2015): 85-97. http://dx.doi.org/10.1109/tfuzz.2014.2306434. Published • 10.1109/tfuzz.2014.2306434 Pedrycz, W.; Valente de Oliveira, JOSÉ. "A development of fuzzy encoding and decoding through fuzzy clustering". IEEE Transactions on Instrumentation and Measurement 57 4 (2008): 829-837. http://www.scopus.com/inward/record.url?eid=2-s2.0-41549107083&partnerID=MN8TOARS. Published • 10.1109/TIM.2007.913809 Fazendeiro, P.; Valente de Oliveira, JOSÉ; Pedrycz, W.. "A multiobjective design of a patient and anaesthetist-friendly neuromuscular blockade controller". IEEE Transactions on Biomedical Engineering 54 9 (2007): 1667-1678. http://www.scopus.com/inward/record.url?eid=2-s2.0-34548132105&partnerID=MN8TOARS. Published • 10.1109/TBME.2007.895109 Ruano, A. E.; Cabrita, C.; Valente de Oliveira, JOSÉ; Kóczy, L. T.. "Supervised training algorithms for B-Spline neural networks and neuro-fuzzy systems". International Journal of Systems Science 33 8 (2002): 689-711. http://dx.doi.org/10.1080/00207720210155062. Published • 10.1080/00207720210155062 Valente de Oliveira, JOSÉ; Lemos, João. "A comparison of some adaptive-predictive fuzzy-control strategies". IEEE Transactions on Systems, Man and Cybernetics, Part C (Applications and Reviews) 30 1 (2000): 138-145. http://dx.doi.org/10.1109/5326.827488. Published • 10.1109/5326.827488 Valente de Oliveira, JOSÉ. "Towards neuro-linguistic modeling: Constraints for optimization of membership functions". Fuzzy Sets and Systems 106 3 (1999): 357-380. http://dx.doi.org/10.1016/s0165-0114(97)00281-9. Published • 10.1016/s0165-0114(97)00281-9 Valente de Oliveira, JOSÉ. "Semantic constraints for membership function optimization". IEEE Transactions on Systems, Man, and Cybernetics Part A:Systems and Humans. 29 1 (1999): 128-138. http://www.scopus.com/inward/record.url?eid=2-s2.0-0032713743&partnerID=MN8TOARS. Published • 10.1109/3468.736369 Valente de Oliveira, JOSÉ; Lemos, João. "Improving adaptive fuzzy control performance by speeding up identification: Application to an electric furnace". Journal of Intelligent & Fuzzy Systems 6 3 (1998): 297-314. https://www.scopus.com/record/display.uri?eid=2-s2.0-22444456210&origin=inward&txGid=93d2de46569b58fa113cf45efaf3140f. Published Pedrycz, Witold; Valente de Oliveira, JOSÉ. "An algorithmic framework for development and optimization of fuzzy models". Fuzzy Sets and Systems 80 1 (1996): 37-55. http://dx.doi.org/10.1016/0165-0114(95)00129-8. Published • 10.1016/0165-0114(95)00129-8 Valente de Oliveira, JOSÉ. "Sampling, fuzzy discretization, and signal reconstruction". Fuzzy Sets and Systems 79 2 (1996): 151-161. http://dx.doi.org/10.1016/0165-0114(95)00144-1. Published • 10.1016/0165-0114(95)00144-1 Pedrycz, W.; Valente de Oliveira, JOSÉ. "Optimization of fuzzy models". IEEE Transactions on Systems, Man and Cybernetics, Part B (Cybernetics) 26 4 (1996): 627-636. http://dx.doi.org/10.1109/3477.517038. Published • 10.1109/3477.517038 Valente de Oliveira, JOSÉ. "A set-theoretical defuzzification method". Fuzzy Sets and Systems 76 1 (1995): 63-71. http://dx.doi.org/10.1016/0165-0114(95)00002-3. Published • 10.1016/0165-0114(95)00002-3 Valente de Oliveira, JOSÉ; Lemos, J.M. "Long-range predictive adaptive fuzzy relational control". Fuzzy Sets and Systems 70 2-3 (1995): 337-357. http://dx.doi.org/10.1016/0165-0114(94)00226-w. Published • 10.1016/0165-0114(94)00226-w Valente de Oliveira, JOSÉ. "A Design methodology for fuzzy system interfaces". IEEE Transactions on Fuzzy Systems 3 4 (1995): 404-414. http://www.scopus.com/inward/record.url?eid=2-s2.0-0029406572&partnerID=MN8TOARS. Published • 10.1109/91.481949 Valente de Oliveira, JOSÉ. "Neuron inspired learning rules for fuzzy relational structures". Fuzzy Sets and Systems 57 1 (1993): 41-53. http://dx.doi.org/10.1016/0165-0114(93)90119-3. Published • 10.1016/0165-0114(93)90119-3
Preface / Postscript	Li, Chuan; Valente de Oliveira, JOSÉ. "Advances in intelligent computing for diagnostics, prognostics, and system health management". IOS Press. 2018. Published Zacarias, M.; Valente de Oliveira, JOSÉ. "Preface: Human-Computer Interaction: The agency perspective". Preface to Human-Computer Interaction: The agency perspective. Springer. 2012. Published Valente de Oliveira, JOSÉ; Pedrycz, Witold. "Preface: Advances in Fuzzy Clustering and Its Applications". Preface to Advances in Fuzzy Clustering and Its Applications. Wiley. 2007. Published Valente de Oliveira, JOSÉ; Gomide, Fernando. "Preface: Formal methods for fuzzy modelling and control". Elsevier. 2001. Published

Activities

Oral presentation

	Presentation title	Event name Host (Event location)
2024/03/13	Inteligência Artificial Generativa: Compreender para atuar	3ª edição do Ciclo de Encontros de Partilha e Inovação Pedagógica Universidade do Algarve (Faro, Portugal)
2023/11/24	Inteligência Artificial para pré-universitários	Semana da cultura científica Escola Básica e Secundária Sacadura Cabral (Celorico da Beira, Portugal)
2023/07/03	Inteligência Artificial	Scientific week on Emprendimiento y Gestión de Proyectos Universidad Nacional Evangélica (Santo Domingo, Dominican Republic)
2019/05/21	Algorithms to live by - insights from computer algorithms algorithms applied to our every day lives	Get-together on the book of Brian Christian and Tom Griffiths. 2016. Algorithms to Live By: The Computer Science of Human Decisions. Henry Holt and Co., Inc., USA. NEEI - Núcleo de Estudantes de Eletrónica e Informática, Universidade do Algarve (Faro, Portugal)
2019/05/07	New trends on computational intelligence and machine learning systems	Seminar Universidad de Córboda (Córdoba, Spain)
2019/01/07	Machine Learning	Postgraduate short course Department of Computer Science and Engineering, Amrita Vishwa Vidyapeetham University (Coimbatore, India)
2018/10/01	Artificial Intelligence and Machine Learning	Postgraduate short course Faculté des Sciences de Bizerte, Université de Carthage (Carthage, Tunisia)
2017/11/20	Machine Learning	Postgraduate short course Faculté des Sciences, Université Mohammed V (Rabat)
2016/11/28	Fuzzy Sets and Systems	Postgraduate short course Faculty of Computer and Informatics Engineering, Technical University of Istanbul, (Istambul, Turkey)
2016/05/02	Fuzzy sets and systems	Postgraduate short course aculty of Engineering of Izmir University (Izmir, Turkey)
2016/04/18	Artificial Intelligence	Postgraduate short course Department of Informatics of the Faculty of Mathematics and Computer Science of the Moldova State University (Chisinau, Moldova)
2016/04/06	Observer-biased fuzzy clustering and its applications	Seminar Academy of Sciences of Moldova, Institute of Mathematics and Computer Science (Chisinau)
2015/07/29	Writing for scientific journals	Seminar Universidad de Cuenca (Cuenca, Ecuador)
2015/07/22	Machine Learning	Postgraduate short course Universidad Politécnica Salesiana (Cuenca, Ecuador)
2014/11/10	Fuzzy Clustering	Postgraduate short course Department of Data Analysis and Artificial Intelligence, Faculty of Computer Science of the National Research University High School of Informatics (Moskow, Russia)
2013/06/20	Recent results on fuzzy clustering	Seminar Departamento de Computação da Universidade Federal do Ceará (Fortaleza, Brazil)
1998/04/21	Neurocomputação	VII Jornadas de Informática Universidade da Beira Interior (Covilhã, Portugal)
1995/09/18	Lógica Difusa e Aplicações	Tutorial of the Summer School on Computational Intelligence Applied to Image Analysis and Computer Vision Universidade de Lisboa - Instituto Superior Técnico (Lisboa, Portugal)
1995/05/26	Identificação e Controlo baseados em modelos "fuzzy"	Seminar Portuguese section of the IEEE Power Engineering Society Faculty of Engineering of the University of Porto (Lisboa, Portugal)
1995/05	Controlo Adaptativo Preditivo Difuso	Postgraduate short course Faculty of Sciences of the University of Porto (Porto, Portugal)

Supervision

	Thesis Title Role	Degree Subject (Type) Institution / Organization
2023 - Current	PT-PT Synthetic Speech Detection Supervisor of Rafael Geraldo dos Santos	Master in Informatics Engineering (Master) Universidade do Algarve, Portugal
2023 - Current	Recent Advances in Quantum Machine Learning: A survey with a comparative analysis Supervisor of Vassili Privalihhin	Master in Informatics Engineering, UAlg Universidade do Algarve, Portugal
2023 - 2024/03/19	Firecheckin – Automatização e gestão de operacionais e veículos num teatro de operações Supervisor of José António Bacelar Glória Alves	Master in Informatics Engineering (Master) Universidade do Algarve, Portugal
2020/03/01 - 2023/03/01	Exploiting GANs as an oversampling method for imbalance data augmentation with application to the fault diagnosis of an industrial robot Supervisor of Ziqiang Pu	Informatics Engineering (PhD) Universidade do Algarve - Campus de Gambelas, Portugal
2021 - 2022	Restricted Boltzmann Machine Based Autoencoders for the Classification of Faults in Rotational Mechanical Systems Supervisor of Ângelo Miguel dos Santos Dias	Master in Informatics Engineering (Master) Universidade do Algarve, Portugal
2020 - 2022	Machine Learning methods applied to the Dots and Boxes board game Supervisor of Giovani Pignaton da Costa	Master in Informatics Engineering (Master) Universidade do Algarve, Portugal
2020 - 2021/06	Fuzzy Agents for the Internet Supervisor of Rui João Morais de Almeida Costa Cardoso	Informatics Engineering (Master) Universidade da Beira Interior, Portugal
2020 - 2021	Observer biased clustering in wind turbine fault diagnosis Supervisor of Bernardo Alpoim Filipe Ferreira Pimenta	Master in Mechanical Engineering (Master) Instituto Superior Técnico Departamento de Engenharia Mecânica, Portugal
2018 - 2019	A first approach to some basilar questions on the relationship between state-of-the-art GP variants and GEP Supervisor of David Benedy Pereira Neto	Master in Informatics Engineering (Master) Universidade do Algarve, Portugal
2014/09 - 2017/09/01	Definição Automática de Sistemas Fuzzy Probabilisticos Co-supervisor of Luiz Ledo Mota Melo Junior	Engenharia Elétrica e Informática Industrial (PhD) Universidade Tecnológica Federal do Paraná, Brazil
2014 - 2015/07	A Study on the Deployment of GA in a Grid Computing Framework Supervisor of Sérgio Manuel Correia Baltazar	Master in Informatics Engineering (Master) Universidade do Algarve, Portugal
2011 - 2012/07	Uma arquitetura de subsunção com capacidade adaptativa preditiva para o Pacman Supervisor of Osvaldo Francisco Lopes Mendes	Master in Informatics Engineering Universidade do Algarve, Portugal
2009 - 2010/11	Application of fuzzy c-means with focal point on Gene Expression Time-Course Data Supervisor of Samson Yohannes Amare	Master in Informatics Engineering (Master) Universidade do Algarve, Portugal
2010/06/01 - 2010/06/01	On Interpretability Issues in Data-driven Fuzzy System Design Supervisor of Paulo Andre´ Pais Fazendeiro	Engenharia Informática (PhD) Universidade da Beira Interior, Portugal
2000 - 2001	Fuzzy control strategies for neuromuscular blockage Supervisor of Paulo André Pais Fazendeiro	Informatics Engineering (Master) Universidade da Beira Interior, Portugal

Event organisation

	Event name Type of event (Role)	Institution / Organization
2022 - 2022	2022 International Conference on Control, Automation and Diagnosis (ICCAD’22) (2022 - 2022) Conference (Member of the Organising Committee)
2021 - 2021	Special session on Clustering for Interpretable Machine Learning for the 22th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2021), 25-27 November 2021, Manchester, UK (2021 - 2021) Conference (Co-organisor)
2020 - 2020	Special session on Data Recovery Approach to Clustering and Interpretability for the 21th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2020), 4-6 November 2020, Guimarães, Portugal (2020 - 2020) Conference (Co-organisor)
2019 - 2019	Special session on Fuzzy Systems and Intelligent Data Analysis for the 20th International Conference on Inteligent Data Engineering and Automated Learning (IDEAL 2019), The University of Manchester, UK, November 14 - 16, 201 (2019 - 2019) Conference (Co-organisor)
2018 - 2018	PHM 2018 - 2018 Prognostics and System Health Management Conference, Chongqing, China, October 26-28, 2018. (2018 - 2018) Conference (Member of the Organising Committee)
2017 - 2017	SDPC 2017 - International Conference on Sensing, Diagnosis, Prognostics, and Control, Shanghai, China, August 16-18, 2017. (2017 - 2017) Conference (Member of the Organising Committee)
2011 - 2011	MIUP 2011 - Maratona Inter-Universita´ria da Programac¸a~o, Universidade do Algarve, October 22, 2011. (2011 - 2011) Other (Co-organisor)
2009 - 2009	IFSA 2009 - International Fuzzy Systems Association World Congress and 2009 EUSFLAT conference, Lisbon, 20-24 July 2009. (2009 - 2009) Congress (Member of the Organising Committee)
2007 - 2007	OMT 2007 - On the Move to Meaningful Internet Systems, and Ubiquitous Computing, Albufeira, 25-30 November 2007. (2007 - 2007) Congress (President of the Organising Committee)

Jury of academic degree

	Topic Role	Candidate name (Type of degree) Institution / Organization
2023/11	An Adaptive Palmprint Enhancement and Feature Selection Method for Robust Identification (Thesis) Main arguer	Ahmed Bilal Mehmood (PhD) Capital University of Science and Technology, Pakistan
2022/11	Contribution in mobile robotics: Autonomous greenhouse navigation strategies based on onboard visual perception sensors (Thesis) Arguer	Abdelkrim Abanay (PhD) Faculty of Sciences, Mohammed V University, Morocco
2022/03	Computer Aided Disease Diagnosis using Deep Convolutional Neural Networks (Thesis) Main arguer	Aziz Ur Rehman (PhD) Ghulam Ishaq Khan (GIK) Institute of Engineering Sciences and Technology, Pakistan
2021/04/21	Machine learning approaches to rank news feed updates on social media (Thesis) Arguer	Sami Bulkacem (PhD) Faculté d’Electronique et d’Informatique de la Université des Sciences et de Technologie Houari Boumediene, Algeria
2018/03	OWL2 Benchmarking for the Evaluation of the Knowledge Based Systems’ Platforms (Thesis) Main arguer	Sher Afgun Khan (PhD) Capital University of Science and Technology, Pakistan
2018/02/05	Modeling of dynamic systems with machine learning: ap- plications to the condition based maintenance (in Spanish) (Thesis) Arguer	Diego Cabrera Mendieta (PhD) Universidad de Sevilla, Spain
2017/12	Quantum Probabilistic Graphical Models for Cognition and Decision (Thesis) Arguer	Catarina Alexandra Pinto Moreira (PhD) Universidade de Lisboa Instituto Superior Técnico, Portugal
2017/09/23	Predictive Analysis in the Medical and Big Data Domains: The Case of Chronic Renal Failure (in French) (Thesis) Main arguer	Basma Boukenze (PhD) Faculte des Sciences et Techniques, Université Hassan 1er, Morocco
2017/09	Human pose and action recognition using neural networks (Thesis) Arguer	Miguel Ângelo Pires Farrajota (PhD) Universidade do Algarve, Portugal
2016/12/21	Active Vision in Robot Cognition (Thesis) Arguer	Mário Alexandre Nobre Saleiro (PhD) Universidade do Algarve, Portugal
2009/12/18	A framework of experimental evaluation of meta-heuristics (in Portuguese) (Thesis) Arguer	Cristina do Carmo Cardoso Vieira (PhD) Universidade do Algarve, Portugal
1998/07	Learning by examples using fuzzy logic in the modeling and identification of an electro-hydraulic mechanism (in Portuguese) (Thesis) Arguer	Paulo José da Costa Branco (PhD) Universidade de Lisboa Instituto Superior Técnico, Portugal

Conference scientific committee

	Conference name	Conference host
2005/11/18 - 2024/11/20	International Conference on Informatics in Control, Automation and Robotics (ICINCO)
2021/09/25 - 2024/09/27	Transdisciplinary AI (TransAI)
2011 - 2024	International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO)
2017/11/22 - 2023/11/24	International Conference on Intelligent Data Engineering and Automated Learning (IDEAL)
2007/07/23 - 2023/08/13	IEEE International Conference on Fuzzy Systems (Fuzzieee)
2023/03/15 - 2023/03/17	IEEE International Conference on Artificial Intelligence & Software Engineering (ICAISE)
2008 - 2018	IEEE Conference on Computational Intelligence and Games (CIG)
2008 - 2010	IEEE Congress on Evolutionary Computation (ECE)

Course / Discipline taught

	Academic session	Degree Subject (Type)	Institution / Organization
2023 - Current	Generative Artificial Intelligence	Engenharia Informática (Mestrado integrado)	Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
2013 - Current	Machine Learning	Engenharia Informática (Mestrado integrado)	Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
2003 - Current	Artificial Intelligence	Engenharia Informática (Licenciatura)	Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
2000 - Current	Object-oriented programming	Engenharia Informática (Licenciatura)	Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
2022 - 2023	Artificial Intelligence applied to Cybersecurity	Pós graduação em Cyber segurança (Pós-Graduação)	Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
2015 - 2019	Neural Networks and Fuzzy Systems	Engenharia Informática (Mestrado integrado)	Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
2013 - 2014	Evolutionary Computation	Engenharia Informática (Mestrado integrado)	Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
2013 - 2013	Machine Learning	Engenharia Informática (Graduado)	Universidade Federal do Ceará, Brazil
2008 - 2012	Multi-agent systems	Engenharia Informática (Mestrado integrado)	Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
2003 - 2006	Data structures	(Licenciatura)	Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
2004 - 2005	Computer Programming I	Engenharia Informática (Bachelor (1st cycle))	Universidade Nacional de Timor Lorasa'e, Timor-Leste
2000 - 2002	Software Engineering	(Licenciatura)	Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
1999 - 2000	Programming Languages	(Licenciatura)	Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
1999 - 2000	Systems Programming	(Licenciatura)	Universidade do Algarve Faculdade de Ciências e Tecnologia, Portugal
1997 - 2000	Object-oriented programming	Licenciatura em Matematica Informática (Licenciatura)	Universidade da Beira Interior, Portugal
1997 - 1999	Computational Intelligence	Lic Matemática Informática	Universidade da Beira Interior, Portugal
1996 - 1997	System Analysis	Lic. Matemática Informática (Licenciatura)	Universidade da Beira Interior, Portugal

Interview (tv / radio show)

	Program	Topic
2023/11 - 2023/11	TSF Campus Sul podcast	Artificial Intelligence

Journal scientific committee

	Journal title (ISSN)	Publisher
2015 - Current	Open Computer Science	De Gruyter
2001/07 - Current	Journal of Intelligent and Fuzzy Systems	IOS Press
2018 - 2019	IEEE Access	IEEE
2001 - 2001	International Journal of Fuzzy Sets and Systems	Elsevier

Distinctions

Other distinction

2017	Sabbatical grant SFRH/BSAB/128153/2016 Fundação para a Ciência e a Tecnologia, Portugal
2016	Mobility grant for Innovation and Development consortium from the European Community
2016	Teaching staff mobility program grantee in the Izmir University, Izmir
2016	Publons Sentinel os Science Award as one of the top ten per cent of researchers contributing to the peer review of the field of Computer Science.
2016	Teaching staff mobility program grantee in the Technical University of Istambul.
2015	Prometeo Researcher
2013	Sabbatical Grant Fundação para a Ciência e a Tecnologia, Portugal
2012	Visiting Faculty at Carnegie Mellon University
2005	Sabbatical Grant Fundação para a Ciência e a Tecnologia, Portugal
1993	PhD grant - CIENCIA/BD/2732/93-IA
1990	MSc grant - BM/1464/90-IA.