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Identificação

Identificação pessoal

Nome completo
João Miguel da Costa Sousa

Nomes de citação

  • SOUSA, JOÃO

Identificadores de autor

Ciência ID
421B-9A5B-261A
ORCID iD
0000-0002-8030-4746

Domínios de atuação

  • Ciências da Engenharia e Tecnologias - Engenharia Mecânica
  • Ciências da Engenharia e Tecnologias - Engenharia Eletrotécnica, Eletrónica e Informática - Automação e Sistemas de Controlo
  • Ciências da Engenharia e Tecnologias - Engenharia Eletrotécnica, Eletrónica e Informática - Robótica
  • Ciências da Engenharia e Tecnologias - Engenharia Eletrotécnica, Eletrónica e Informática - Automação e Sistemas de Controlo

Idiomas

Idioma Conversação Leitura Escrita Compreensão Peer-review
Inglês Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1)
Holandês Utilizador independente (B1) Utilizador independente (B1) Utilizador elementar (A1) Utilizador independente (B1)
Alemão Utilizador independente (B1) Utilizador independente (B1) Utilizador elementar (A1) Utilizador independente (B1)
Francês Utilizador independente (B1) Utilizador independente (B1) Utilizador elementar (A1) Utilizador independente (B1)
Espanhol; Castelhano Utilizador independente (B1) Utilizador independente (B1) Utilizador elementar (A1) Utilizador independente (B1)
Percurso profissional

Docência no Ensino Superior

Categoria Profissional
Instituição de acolhimento 		Empregador
2011/08/01 - Atual Professor Catedrático (Docente Universitário) Universidade de Lisboa, Instituto Superior Técnico, Portugal
Projetos

Projeto

Designação Financiadores
2020/01/01 - 2023/12/31 Associate Laboratory of Energy, Transports and Aeronautics
UIDB/50022/2020
10.54499/UIDB/50022/2020
Investigador
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
Concluído
2019/01/17 - 2022/07/16 Prever o risco de complicações do tratamento cirúrgico e definir o prognóstico em pacientes com cancro através da integração de dados clínicos e patológicos.
DSAIPA/DS/0042/2018
10.54499/DSAIPA/DS/0042/2018
Instituto Português de Oncologia do Porto Francisco Gentil Centro de Investigação, Portugal

Instituto de Engenharia Mecânica, Portugal

Instituto Português de Oncologia do Porto Francisco Gentil EPE, Portugal
Fundação para a Ciência e a Tecnologia
Concluído
2016/06/17 - 2019/12/16 PERSEIDS - Personalização de terapêuticas oncológicas através de modelação integrada e decisão
PTDC/EMS-SIS/0642/2014
Centro Hospitalar Universitário Lisboa Norte EPE, Portugal

Instituto de Engenharia Mecânica, Portugal

Universidade de Lisboa Instituto de Medicina Molecular João Lobo Antunes, Portugal

Instituto de Telecomunicações Lisboa, Portugal

Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
Fundação para a Ciência e a Tecnologia
Concluído
2015/01/01 - 2018/06/30 SusCity: Modelação de sistemas urbanos para a promoção de transições criativas e sustentáveis
MITP-TB/CS/0026/2013
Instituto de Engenharia Mecânica, Portugal

Universidade do Minho, Portugal

Instituto de Engenharia de Sistemas e Computadores, Portugal

Universidade de Coimbra, Portugal

Associação do Instituto Superior Técnico para a Investigação e Desenvolvimento, Portugal
Fundação para a Ciência e a Tecnologia
Concluído
2014/04/01 - 2015/09/30 CancerSys - Modelação multiscala para a terapia personalizada de metástases ósseas
EXPL/EMS-SIS/1954/2013
Centro Hospitalar Universitário Lisboa Norte EPE, Portugal

Instituto de Engenharia Mecânica, Portugal

Universidade de Lisboa Instituto de Medicina Molecular João Lobo Antunes, Portugal

Instituto de Telecomunicações Lisboa, Portugal

Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal
Fundação para a Ciência e a Tecnologia
Concluído
2010/01/01 - 2013/06/30 PEERChain - Projecto e Planeamento de Cadeias de Abastecimentos Energeticamente Eficientes e Resilientes
PTDC/SEN-ENR/102869/2008
Instituto Superior Técnico Centro de Estudos de Gestão, Portugal

Universidade de Lisboa Instituto Superior Técnico, Portugal
Fundação para a Ciência e a Tecnologia
Concluído
2010/01/01 - 2013/06/30 Concepção de sistemas para melhorar as taxas de sobrevivência de pacientes em estado crítico utilizando modelação baseada em dados
PTDC/SEN-ENR/100063/2008
Harvard Medical School, Estados Unidos

Massachusetts Institute of Technology, Estados Unidos

Instituto de Engenharia Mecânica, Portugal
Fundação para a Ciência e a Tecnologia
Concluído
2011/01/01 - 2012/12/31 Strategic Project - LA 22 - 2011-2012
PEst-OE/EME/LA0022/2011
Instituto de Engenharia Mecânica, Portugal

Universidade da Beira Interior, Portugal

Universidade de Lisboa Instituto Superior Técnico, Portugal

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
Fundação para a Ciência e a Tecnologia
Concluído
2005/06/15 - 2007/04/15 CONTROLO TOLERANTE A FALHAS BASEADO EM SISTEMAS MULTI-AGENTES
POCI/EME/59522/2004
Instituto Politécnico de Lisboa Instituto Superior de Engenharia de Lisboa, Portugal

Universidade de Lisboa Instituto Superior Técnico, Portugal

Instituto de Engenharia Mecânica, Portugal
Fundação para a Ciência e a Tecnologia
Concluído
2005/06/01 - 2007/01/31 Aplicação de Multi-Agentes Inteligentes à Optimização de Sistemas Distribuídos Industriais
POCI/EME/59191/2004
Instituto de Engenharia Mecânica, Portugal
 Fundação para a Ciência e a Tecnologia
Concluído
Produções

Publicações

Artigo em conferência
  1. Rodrigo B. Ventura; Filipe M. Santos; Ricardo M. Magalhães; Cátia M. Salgado; Vera Dantas; Matilde V. Rosa; João M. C. Sousa; Susana M. Vieira. "Forecasting Neonatal Mortality in Portugal". 2023.
    10.3390/engproc2023039089
  2. Cunha, M.M.; Viegas, J.L.; Martins, M.S.E.; Coito, T.; Costigliola, A.; Figueiredo, J.; Sousa, J.M.C.; Vieira, S.M.. "Dual resource constrained scheduling for quality control laboratories". 2019.
    10.1016/j.ifacol.2019.11.398
  3. Arevalo, A.; Firme, B.M.; Vieira, S.M.; Celi, L.; Finkelstein, S.N.; Sousa, J.M.C.. "Fuzzy Modeling of Survival Associated to Insulin Therapy in the ICU". 2019.
    10.1109/FUZZ-IEEE.2019.8858792
  4. Sousa, J.M.C.; Vieira, S.M.; Carvalho, J.P.; Madeira, S.C.; Celi, L.; Finkelstein, S.N.. "An Architecture Based on Fuzzy Systems for Personalized Medicine in ICUs". 2019.
    10.1109/FUZZ-IEEE.2019.8858903
  5. Coito, T.; Viegas, J.L.; Martins, M.S.E.; Cunha, M.M.; Figueiredo, J.; Vieira, S.M.; Sousa, J.M.C.. "A novel framework for intelligent automation". 2019.
    10.1016/j.ifacol.2019.11.501
  6. Arévalo, A.; Pacheco, R.; Salgado, C.M.; Van Loon, S.; Boer, A.-K.; Vieira, S.M.; Kaymak, U.; Sousa, J.M.C.. "Fuzzy classification of bariatric post-surgery effectiveness". 2018.
    10.1109/FUZZ-IEEE.2018.8491643
  7. Silva, A.D.; Correia, C.C.; Salgado, C.M.; Finkelstein, S.; Celi, L.M.; Sousa, J.M.C.; Vieira, S.M.. "Fuzzy modeling for predicting patient survival rate in ICU with AKI". 2018.
    10.1109/FUZZ-IEEE.2018.8491678
  8. Salgado, C.M.; Fernandes, M.P.; Horta, A.; Xavier, M.; Sousa, J.M.C.; Vieira, S.M.. "Multistage modeling for the classification of numerical and categorical datasets". 2017.
    10.1109/FUZZ-IEEE.2017.8015665
  9. Santos, R.M.; Zong, Y.; Sousa, J.M.C.; Mendonca, L.; You, S.; Mihet-Popa, L.. "Fuzzy predictive filtering in nonlinear economic model predictive control for demand response". 2016.
    10.1109/EPEC.2016.7771725
  10. Viegas, J.L.; Vieira, S.M.; Melicio, R.; Matos, H.A.; Sousa, J.M.C.. "Prediction of events in the smart grid: Interruptions in distribution transformers". 2016.
    10.1109/EPEPEMC.2016.7752037
  11. Cunha, V.S.; Salgado, C.M.; Vieira, S.M.; Sousa, J.M.C.. "Fuzzy modeling to predict short and long-Term mortality among patients with acute kidney injury". 2016.
    10.1109/FUZZ-IEEE.2016.7737681
  12. Almeida, R.J.; Bastürk, N.; Kaymak, U.; Sousa, J.M.C.. "Analysis of probabilistic fuzzy systems' parameters in conditional density estimation". 2016.
    10.1109/FUZZ-IEEE.2016.7737955
  13. Curto, S.; Carvalho, J.P.; Salgado, C.; Vieira, S.M.; Sousa, J.M.C.. "Predicting ICU readmissions based on bedside medical text notes". 2016.
    10.1109/FUZZ-IEEE.2016.7737956
  14. Proença, H.M.; Vieira, S.M.; Kaymak, U.; Almeida, R.J.; Sousa, J.M.C.. "Optimizing probabilistic fuzzy systems for classification using metaheuristics". 2016.
    10.1109/FUZZ-IEEE.2016.7737886
  15. Santos, R.M.; Zong, Y.; Sousa, J.M.C.; Mendonça, L.; Thavlov, A.. "Nonlinear economic model predictive control strategy for active smart buildings". 2016.
    10.1109/ISGTEurope.2016.7856245
  16. Fernandes, M.P.; Viegas, J.L.; Vieira, S.M.; Sousa, J.M.. "Analysis of residential natural gas consumers using fuzzy c-means clustering". 2016.
    10.1109/FUZZ-IEEE.2016.7737865
  17. Schafer, H.; Viegas, J.L.; Ferreira, M.C.; Vieira, S.M.; Sousa, J.M.C.. "Analysing the segmentation of energy consumers using mixed fuzzy clustering". 2015.
    10.1109/FUZZ-IEEE.2015.7338120
  18. Ferreira, M.C.; Salgado, C.M.; Viegas, J.L.; Schafer, H.; Azevedo, C.S.; Vieira, S.M.; Sousa, J.M.C.. "Fuzzy modeling based on Mixed Fuzzy Clustering for health care applications". 2015.
    10.1109/FUZZ-IEEE.2015.7338028
  19. Mendonça, L.F.; Sá Da Costa, J.M.G.; Sousa, J.M.. "Fault detection and diagnosis using fuzzy models". 2015.
  20. Viegas, J.L.; Vieira, S.M.; Sousa, J.M.C.; Melício, R.; Mendes, V.M.F.. "Electricity demand profile prediction based on household characteristics". 2015.
    10.1109/EEM.2015.7216746
  21. Babuska, R.; Sousa, J.M.; Verbruggen, H.B.. "Predictive control of nonlinear systems based on fuzzy and neural models". 2015.
  22. Setnes, M.; Sousa, J.M.. "Fuzzy rule-based optimization in nonlinear predictive control". 2015.
  23. Fernandes, M.P.B.; Silva, C.F.; Vieira, S.M.; Sousa, J.M.C.. "Multimodeling for the prediction of patient readmissions in Intensive Care Units". 2014.
    10.1109/FUZZ-IEEE.2014.6891779
  24. Leite, V.; Silva, C.; Claro, J.; Sousa, J.M.C.. "Optimization of power flow with energy storage using genetic algorithms". 2014.
    10.1109/CEC.2014.6900535
  25. Sargo, J.A.G.; Vieira, S.M.; Sousa, J.M.C.; Filho, C.J.A.B.. "Binary Fish School Search applied to feature selection: Application to ICU readmissions". 2014.
    10.1109/FUZZ-IEEE.2014.6891802
  26. Viegas, J.P.L.; Vieira, S.M.; Sousa, J.M.C.; Henriques, E.M.P.. "Metaheuristics for the 3D bin packing problem in the steel industry". 2014.
    10.1109/CEC.2014.6900515
  27. Fialho, A.S.; Kaymak, U.; Cismondi, F.; Vieira, S.M.; Reti, S.R.; Sousa, J.M.C.; Finkelstein, S.N.. "Predicting intensive care unit readmissions using probabilistic fuzzy systems". 2013.
    10.1109/FUZZ-IEEE.2013.6622414
  28. Vieira, S.M.; Carvalho, J.P.; Fialho, A.S.; Reti, S.R.; Finkelstein, S.N.; Sousa, J.M.C.. "A decision support system for ICU readmissions prevention". 2013.
    10.1109/IFSA-NAFIPS.2013.6608408
  29. Rodrigues, J.M.; Fialho, A.S.; Vieira, S.M.; Mendonça, L.F.; Sousa, J.M.C.. "Data mining and modeling to predict the necessity of vasopressors for ICU patients". 2013.
    10.1109/FUZZ-IEEE.2013.6622497
  30. Fialho, A.S.; Kaymak, U.; Almeida, R.J.; Cismondi, F.; Vieira, S.M.; Reti, S.R.; Sousa, J.M.C.; Finkelstein, S.N.. "Probabilistic fuzzy prediction of mortality in intensive care units". 2012.
    10.1109/FUZZ-IEEE.2012.6251261
  31. Cismondi, F.; Fialho, A.S.; Lu, X.; Vieira, S.M.; Gray, J.E.; Reti, S.R.; Sousa, J.M.C.; Finkelstein, S.N.. "ANN validation system for ICU neonatal data". 2012.
    10.1109/IJCNN.2012.6252782
  32. Vieira, S.M.; Mendonça, L.F.; Farinha, G.J.; Sousa, J.M.C.. "Metaheuristics for feature selection: Application to sepsis outcome prediction". 2012.
    10.1109/CEC.2012.6256651
  33. Esteves, V.M.C.; Sousa, J.M.C.; Silva, C.A.; Póvoa, A.P.B.; Gomes, M.I.. "SCant-design: Closed loop supply chain design using ant colony optimization". 2012.
    10.1109/CEC.2012.6252944
  34. Cismondi, F.; Fialho, A.S.; Vieira, S.M.; Sousa, J.M.C.; Reti, S.R.; Howell, M.D.; Finkelstein, S.N.. "Computational intelligence methods for processing misaligned, unevenly sampled time series containing missing data". 2011.
    10.1109/CIDM.2011.5949447
  35. Pereira, R.D.M.A.; Fialho, A.S.; Cismondi, F.; Vieira, S.M.; Sousa, J.M.C.; Almeida, R.J.; Kaymak, U.; et al. "Predicting septic shock outcomes in a database with missing data using fuzzy modeling: Influence of pre-processing techniques on real-world data-based classification". 2011.
    10.1109/FUZZY.2011.6007606
  36. Cismondi, F.; Fialho, A.S.; Vieira, S.M.; Sousa, J.M.C.; Reti, S.R.; Celi, L.A.; Howell, M.D.; Finkelstein, S.N.. "Predicting laboratory testing in intensive care using fuzzy and neural modeling". 2011.
    10.1109/FUZZY.2011.6007547
  37. Fialho, A.S.; Cismondi, F.; Vieira, S.M.; Sousa, J.M.C.; Reti, S.R.; Celi, L.A.; Howell, M.D.; Finkelstein, S.N.. "Fuzzy modeling to predict administration of vasopressors in intensive care unit patients". 2011.
    10.1109/FUZZY.2011.6007607
  38. Farinha, G.J.; Vieira, S.M.; Mendonça, L.F.; Sousa, J.M.C.. "Optimization of fuzzy models using a novel PSO algorithm: Application to medical databases". 2011.
    10.3182/20110828-6-IT-1002.03003
  39. Marques, F.J.; Moutinho, A.; Vieira, S.M.; Sousa, J.M.C.. "Preprocessing of clinical databases to improve classification accuracy of patient diagnosis". 2011.
    10.3182/20110828-6-IT-1002.02787
  40. Horn, A.L.; Cismondi, F.; Fialho, A.S.; Vieira, S.M.; Sousa, J.M.C.; Reti, S.; Howell, M.; Finkelstein, S.. "Multi-objective performance evaluation using fuzzy criteria: Increasing sensitivity prediction for outcome of septic shock patients". 2011.
    10.3182/20110828-6-IT-1002.01680
  41. Almeida, R.J.; Kaymak, U.; Sousa, J.M.C.. "A new approach to dealing with missing values in data-driven fuzzy modeling". 2010.
    10.1109/FUZZY.2010.5584894
  42. Vieira, S.M.; Kaymak, U.; Sousa, J.M.C.. "Cohen's kappa coefficient as a performance measure for feature selection". 2010.
    10.1109/FUZZY.2010.5584447
  43. Chivala, D.; Mendonça, L.F.; Sousa, J.M.C.; Sá Da Costa, J.M.G.. "Fault tolerant control using evolving fuzzy modeling". 2010.
    10.1109/FUZZY.2010.5584885
  44. Pinto, P.C.; Nägele, A.; Dejori, M.; Runkler, T.A.; Sousa, J.M.C.. "Learning of Bayesian networks by a local discovery ant colony algorithm". 2008.
    10.1109/CEC.2008.4631166
  45. Mendonça, L.F.; Sousa, J.M.C.; Da Costa, J.M.G.S.. "Fault accommodation of an experimental three tank system using fuzzy predictive control". 2008.
    10.1109/FUZZY.2008.4630588
  46. Almeida, R.J.; Kaymak, U.; Sousa, J.M.C.. "Fuzzy rule extraction from topicality and membership partitions". 2008.
    10.1109/FUZZY.2008.4630638
  47. Vieira, S.M.; Sousa, J.M.C.; Runkler, T.A.. "Fuzzy classification in ant feature selection". 2008.
    10.1109/FUZZY.2008.4630609
  48. Carreira, F.; Canas, T.; Sousa, J.; Cardeira, C.. "A fuzzy controller for a health services mobile robot". 2007.
    10.1109/ISIE.2007.4375142
  49. Caldeira, J.L.; Azevedo, R.C.; Silva, C.A.; Sousa, J.M.C.. "Supply-chain management using ACO and beam-ACO algorithms". 2007.
    10.1109/FUZZY.2007.4295615
  50. Vieira, S.M.; Sousa, J.M.C.; Durão, F.O.. "Real-time fuzzy predictive control of a column flotation process". 2007.
    10.1109/FUZZY.2007.4295610
  51. Almeida, R.J.; Sousa, J.M.C.. "Comparison of fuzzy clustering algorithms for classification". 2006.
    10.1109/ISEFS.2006.251138
  52. Almeida, R.J.; Silva, C.A.; Sousa, J.M.C.. "A new feature selection criterion for fuzzy classification". 2006.
    10.1109/FUZZY.2006.1681748
  53. Pinto, P.C.; Runkler, T.A.; Sousa, J.M.C.. "An ant algorithm for static and dynamic MAX-SAT problems". 2006.
    10.1109/BIMNICS.2006.361793
  54. Mendonça, L.F.; Vieira, S.M.; Sousa, J.M.C.; Sá Da Costa, J.M.G.. "Fault accommodation using fuzzy predictive control". 2006.
    10.1109/FUZZY.2006.1681912
  55. Silva, C.A.; Faria, J.M.; Abrantes, P.; Sousa, J.M.C.; Surico, M.; Naso, D.. "Concrete Delivery using a combination of GA and ACO". 2005.
    10.1109/CDC.2005.1583394
  56. Vieira, S.M.; Sousa, J.M.C.; Durão, F.O.. "Combination of fuzzy identification algorithms applied to a column flotation process". 2004.
    10.1109/FUZZY.2004.1375763
  57. Gonçalves, P.J.S.; Mendonça, L.F.; Sousa, J.M.C.; Pinto, J.R.C.. "Improving visual servoing using fuzzy filters". 2004.
    10.1109/FUZZY.2004.1375581
  58. Silva, C.A.; Sousa, J.M.; Runkler, T.; Sá Da Costa, J.M.G.. "Evolved genetic algorithms with fuzzy aggregation applied to priorities in logistic systems". 2003.
    10.1109/ETFA.2003.1248777
  59. Mendonça, L.F.; Sousa, J.M.; Sá Da Costa, J.M.G.. "Fuzzy model-based fault detection and isolation". 2003.
    10.1109/ETFA.2003.1248776
  60. Mendonça, L.F.; Sousa, J.M.; Sá Da Costa, J.M.. "Fuzzy objective functions in multivariable predictive control". 2002.
  61. Sousa, J.M.; Silva, C.A.; Sá Da Costa, J.M.. "Fuzzy active noise modeling and control of enclosures". 2002.
  62. Sousa, J.M.; Baptista, L.F.; Nunes, L.J.; Sa Da Costa, J.M.G.. "A neural network implementation of real-time fuzzy predictive control". 2001.
  63. Concinnila, J.M.; Sousa, J.M.; Botto, M.A.; Sá Da Costa, J.. "Model-based active noise control using neural networks". 2001.
  64. Sousa, J.M.; Silva, C.A.; Mendonça, L.F.; Sá Da Costa, J.M.. "Fuzzy filters applied to predictive control of MIMO processes". 2001.
  65. Mendes, M.J.G.C.; Calado, J.M.F.; Sousa, J.M.; Sá Da Costa, J.M.G.. "Industrial actuator diagnosis using hierarchical fuzzy neural networks". 2001.
  66. Silva, C.A.; Sousa, J.M.; Sá Da Costa, J.M.. "Inverse fuzzy modeling applied to active noise control". 2001.
Artigo em revista
  1. Diogo F. Oliveira; Miguel S.E. Martins; João M.C. Sousa; Susana M. Vieira; José Rui Figueira. "Divide-and-conquer initialization and mutation operators for the large-scale mixed Capacitated Arc Routing Problem". European Journal of Operational Research (2025): https://doi.org/10.1016/j.ejor.2024.09.043.
    10.1016/j.ejor.2024.09.043
  2. Rodrigo Bernardo; João M.C. Sousa; Paulo J.S. Gonçalves. "Ontological framework for high-level task replanning for autonomous robotic systems". Robotics and Autonomous Systems (2025): https://doi.org/10.1016/j.robot.2024.104861.
    10.1016/j.robot.2024.104861
  3. Miguel S. E. Martins; João M. C. Sousa; Susana Vieira. "A Systematic Review on Reinforcement Learning for Industrial Combinatorial Optimization Problems". Applied Sciences (2025): https://doi.org/10.3390/app15031211.
    10.3390/app15031211
  4. L. F. Mendonça; J. M. C. Sousa; S. M. Vieira. "Fault Diagnosis of Maritime Equipment Using an Intelligent Fuzzy Framework". Journal of Marine Science and Engineering (2024): https://doi.org/10.3390/jmse12101737.
    10.3390/jmse12101737
  5. Hussein Abbass; Keeley Crockett; Jonathan Garibaldi; Alexander Gegov; Uzay Kaymak; Joao Miguel C. Sousa. "Editorial: From Explainable Artificial Intelligence (xAI) to Understandable Artificial Intelligence (uAI)". IEEE Transactions on Artificial Intelligence (2024): https://doi.org/10.1109/TAI.2024.3439048.
    10.1109/TAI.2024.3439048
  6. João M. C. Sousa; Rodrigo Luís; Rui Mirra Santos; Luís Mendonça; Susana M. Vieira. "Fuzzy Multi-Item Newsvendor Problem: An Application to Inventory Management". Mathematics (2024): https://doi.org/10.3390/math12111652.
    10.3390/math12111652
  7. António Corte Real; Guilherme Luz; J.M.C. Sousa; M.C. Brito; S.M. Vieira. "Optimization of a photovoltaic-battery system using deep reinforcement learning and load forecasting". Energy and AI (2024): http://dx.doi.org/10.1016/j.egyai.2024.100347.
    10.1016/j.egyai.2024.100347
  8. Rodrigo Bernardo; João M. C. Sousa; Miguel Ayala Botto; Paulo J. S. Gonçalves. "A Novel Control Architecture Based on Behavior Trees for an Omni-Directional Mobile Robot". Robotics (2023): https://doi.org/10.3390/robotics12060170.
    10.3390/robotics12060170
  9. Bernardo Firme; João Figueiredo; João M.C. Sousa; Susana M. Vieira. "Agent-based hybrid tabu-search heuristic for dynamic scheduling". Engineering Applications of Artificial Intelligence (2023): https://doi.org/10.1016/j.engappai.2023.107146.
    10.1016/j.engappai.2023.107146
  10. João A.M. Santos; João M.C. Sousa; Susana M. Vieira; André F. Ferreira. "Many-objective optimization of a three-echelon supply chain: A case study in the pharmaceutical industry". Computers & Industrial Engineering (2022): https://doi.org/10.1016/j.cie.2022.108729.
    10.1016/j.cie.2022.108729
  11. Andrea Bertolini; Miguel S.E. Martins; Susana M. Vieira; João M.C. Sousa. "Power output optimization of electric vehicles smart charging hubs using deep reinforcement learning". Expert Systems with Applications 201 (2022): 116995-116995. https://doi.org/10.1016/j.eswa.2022.116995.
    10.1016/j.eswa.2022.116995
  12. Tiago Coito; Paulo Faria; Miguel S. E. Martins; Bernardo Firme; Susana M. Vieira; João Figueiredo; João M. C. Sousa. "Digital Twin of a Flexible Manufacturing System for Solutions Preparation". Automation 3 1 (2022): 153-175. https://doi.org/10.3390/automation3010008.
    10.3390/automation3010008
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  75. Vieira, S.M.; Sousa, J.M.C.; Pinto, J.R.C.. "Ant based fuzzy modeling applied to marble classification". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 4142 LNCS (2006): 90-101. http://www.scopus.com/inward/record.url?eid=2-s2.0-33749670308&partnerID=MN8TOARS.
  76. Cardeira, C.; Sousa, J.M.C.; Caldas Pinto, J.R.; Ayala Botto, M.; Ramalho, M.; Sá Da Costa, J.. "Integrating mobile robots development and competitions in engineering curricula". IFAC Proceedings Volumes (IFAC-PapersOnline) 12 PART 1 (2006): http://www.scopus.com/inward/record.url?eid=2-s2.0-79961191132&partnerID=MN8TOARS.
  77. Mendonça, L.F.; Sousa, J.M.C.; Sá Da Costa, J.M.G.. "Fault isolation using fuzzy model-based observers". IFAC Proceedings Volumes (IFAC-PapersOnline) 6 PART 1 (2006): 735-740. http://www.scopus.com/inward/record.url?eid=2-s2.0-79961133196&partnerID=MN8TOARS.
  78. Silva, C.A.; Sousa, J.M.; Runkler, T.; Sá Da Costa, J.M.G.. "Rescheduling of logistic processes using GA and ACO". IFAC Proceedings Volumes (IFAC-PapersOnline) 12 PART 1 (2006): http://www.scopus.com/inward/record.url?eid=2-s2.0-79961195434&partnerID=MN8TOARS.
  79. Sousa, J.M.C.; Gil, J.M.; Ribeiro, C.S.; Caldas Pinto, J.R.. "Old document recognition using fuzzy methods". International Journal of Intelligent Systems Technologies and Applications 1 3-4 (2006): 263-279. http://www.scopus.com/inward/record.url?eid=2-s2.0-70449634629&partnerID=MN8TOARS.
  80. Silva, C.A.; Sousa, J.M.; Runkler, T.; Sá Da Costa, J.M.G.. "A logistic process scheduling problem: Genetic algorithms or ant colony optimization?". IFAC Proceedings Volumes (IFAC-PapersOnline) 16 (2005): 206-211. http://www.scopus.com/inward/record.url?eid=2-s2.0-79960729723&partnerID=MN8TOARS.
  81. Vieira, S.M.; Mendonça, L.F.; Sousa, J.M.C.. "Modified regularity criterion in dynamic fuzzy modeling applied to industrial processes". IEEE International Conference on Fuzzy Systems (2005): 483-488. http://www.scopus.com/inward/record.url?eid=2-s2.0-23944440712&partnerID=MN8TOARS.
  82. Mendonça, L.F.; Sousa, J.M.C.; Sa Da Costa, J.M.G.. "Fault detection and isolation of industrial processes using optimized fuzzy models". IEEE International Conference on Fuzzy Systems (2005): 851-856. http://www.scopus.com/inward/record.url?eid=2-s2.0-23944482709&partnerID=MN8TOARS.
  83. Sousa, J.M.C.; Pinto, J.R.C.; Ribeiro, C.S.; Gil, J.M.. "Ancient document recognition using fuzzy methods". IEEE International Conference on Fuzzy Systems (2005): 833-838. http://www.scopus.com/inward/record.url?eid=2-s2.0-23944518449&partnerID=MN8TOARS.
  84. Caldas Pinto, J.R.; Bandeira, L.; Sousa, J.M.C.; Pina, P.. "Combining fuzzy clustering and morphological methods for old documents recovery". Lecture Notes in Computer Science 3523 II (2005): 387-394. http://www.scopus.com/inward/record.url?eid=2-s2.0-25144465405&partnerID=MN8TOARS.
  85. Silva, C.A.; Sousa, J.M.C.; Runkler, T.; Palm, R.. "Soft computing optimization methods applied to logistic processes". International Journal of Approximate Reasoning 40 3 (2005): 280-301. http://www.scopus.com/inward/record.url?eid=2-s2.0-27744607762&partnerID=MN8TOARS.
    10.1016/j.ijar.2005.06.004
  86. Vieira, S.; Sousa, J.M.C.; Durão, F.O.. "Fuzzy predictive control of a column flotation process". IFAC Proceedings Volumes (IFAC-PapersOnline) 16 (2005): 127-132. http://www.scopus.com/inward/record.url?eid=2-s2.0-79960708263&partnerID=MN8TOARS.
  87. Nogueira, R.; Vieira, S.M.; Sousa, J.M.C.. "The prediction of bankruptcy using fuzzy classifiers". 2005 ICSC Congress on Computational Intelligence Methods and Applications 2005 (2005): http://www.scopus.com/inward/record.url?eid=2-s2.0-33947681654&partnerID=MN8TOARS.
  88. Ayala Botto, M.; Sousa, J.M.C.; Sá da Costa, J.M.G.. "Intelligent active noise control applied to a laboratory railway coach model". Control Engineering Practice 13 4 (2005): 473-484. http://www.scopus.com/inward/record.url?eid=2-s2.0-11144337149&partnerID=MN8TOARS.
    10.1016/j.conengprac.2004.04.009
  89. Vieira, S.M.; Sousa, J.M.C.; Durão, F.O.. "Fuzzy modelling strategies applied to a column flotation process". Minerals Engineering 18 7 (2005): 725-729. http://www.scopus.com/inward/record.url?eid=2-s2.0-17844391533&partnerID=MN8TOARS.
    10.1016/j.mineng.2004.10.008
  90. Mendonça, L.F.; Sousa, J.M.; Sá Da Costa, J.M.G.. "Optimization problems in multivariable fuzzy predictive control". International Journal of Approximate Reasoning 36 3 (2004): 199-221. http://www.scopus.com/inward/record.url?eid=2-s2.0-2342661258&partnerID=MN8TOARS.
    10.1016/j.ijar.2003.10.006
  91. Sequeira Gonçalves, P.J.; Mendonça, L.F.; Sousa, J.M.C.; Caldas Pinto, J.R.. "Image recognition applied to robot control using fuzzy modeling". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 3211 (2004): 253-260. http://www.scopus.com/inward/record.url?eid=2-s2.0-33749668294&partnerID=MN8TOARS.
  92. Silva, C.A.; Sousa, J.M.C.; Sa Da Costa, J.M.G.S.; Runkler, T.A.. "A multi-agent approach for supply chain management using ant colony optimization". Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics 2 (2004): 1938-1943. http://www.scopus.com/inward/record.url?eid=2-s2.0-15744402747&partnerID=MN8TOARS.
  93. Sousa, J.M.C.; Pinto, J.R.C.. "Comparison of intelligent classification techniques applied to marble classification". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 3212 (2004): 802-809. http://www.scopus.com/inward/record.url?eid=2-s2.0-35048824854&partnerID=MN8TOARS.
  94. Pinto, J.C.; Vieira, P.; Sousa, J.M.. "A new graph-like classification method applied to ancient handwritten musical symbols". International Journal on Document Analysis and Recognition 6 1 (2003): 10-22. http://www.scopus.com/inward/record.url?eid=2-s2.0-33749051805&partnerID=MN8TOARS.
    10.1007/s10032-003-0102-3
  95. Kaymak, U.; Sousa, J.M.. "Weighted constraint aggregation in fuzzy optimization". Constraints 8 1 (2003): 61-78. http://www.scopus.com/inward/record.url?eid=2-s2.0-0037287152&partnerID=MN8TOARS.
    10.1023/A:1021998611875
  96. Da Costa Sousa, J.M.; Palm, R.; Silva, C.; Runkler, T.A.. "Optimizing logistic processes using a fuzzy decision making approach". IEEE Transactions on Systems, Man, and Cybernetics Part A:Systems and Humans. 33 2 (2003): 245-256. http://www.scopus.com/inward/record.url?eid=2-s2.0-0041877638&partnerID=MN8TOARS.
    10.1109/TSMCA.2003.809237
  97. Sousa, J.M.; Silva, C.A.; Sá da Costa, J.M.G.. "Fuzzy active noise modeling and control". International Journal of Approximate Reasoning 33 1 (2003): 51-70. http://www.scopus.com/inward/record.url?eid=2-s2.0-0037380597&partnerID=MN8TOARS.
    10.1016/S0888-613X(02)00147-0
  98. Mendonça, L.F.; Sousa, J.M.; Kaymak, U.; Sá da Costa, J.. "Fuzzy issues in multivariable predictive control". IEEE International Conference on Fuzzy Systems 1 (2003): 506-511. http://www.scopus.com/inward/record.url?eid=2-s2.0-0038198818&partnerID=MN8TOARS.
  99. Sousa, J.M.; Madeira, S.; Kaymak, U.. "Modeling charity donations using target selection for revenue maximization". IEEE International Conference on Fuzzy Systems 1 (2003): 654-659. http://www.scopus.com/inward/record.url?eid=2-s2.0-0038198712&partnerID=MN8TOARS.
  100. Pinto, J.C.; Sousa, J.M.; Alexandre, H.. "New distance measures applied to marble classification". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2905 (2003): 383-390. http://www.scopus.com/inward/record.url?eid=2-s2.0-35048860742&partnerID=MN8TOARS.
  101. Bandeira, L.P.C.; Sousa, J.M.C.; Kaymak, U.. "Fuzzy clustering in classification using weighted features". Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science) 2715 (2003): 560-567. http://www.scopus.com/inward/record.url?eid=2-s2.0-7044229301&partnerID=MN8TOARS.
  102. Silva, C.A.; Runkler, T.A.; Sousa, J.M.; Sá Da Costa, J.M.. "Optimization of logistic processes in supply-chains using meta-heuristics". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2902 (2003): 9-23. http://www.scopus.com/inward/record.url?eid=2-s2.0-0347586872&partnerID=MN8TOARS.
  103. Sousa, J.M.; Palm, R.; Silva, C.; Runkler, T.A.. "Fuzzy optimization of logistic processes". IEEE International Conference on Fuzzy Systems 2 (2002): 1257-1262. http://www.scopus.com/inward/record.url?eid=2-s2.0-0036456235&partnerID=MN8TOARS.
  104. Sousa, J.M.; Kaymak, U.; Madeira, S.. "A comparative study of fuzzy target selection methods in direct marketing". IEEE International Conference on Fuzzy Systems 2 (2002): 1251-1256. http://www.scopus.com/inward/record.url?eid=2-s2.0-0036456591&partnerID=MN8TOARS.
  105. Da Costa Sousa, J.M.; Kaymak, U.. "Model predictive control using fuzzy decision functions". IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics 31 1 (2001): 54-65. http://www.scopus.com/inward/record.url?eid=2-s2.0-0035248239&partnerID=MN8TOARS.
    10.1109/3477.907564
  106. Baptista, L.F.; Sousa, J.M.; Sá Da Costa, J.. "Force control of robotic manipulators using a fuzzy predictive approach". Journal of Intelligent and Robotic Systems: Theory and Applications 30 4 (2001): 359-376. http://www.scopus.com/inward/record.url?eid=2-s2.0-0035301074&partnerID=MN8TOARS.
    10.1023/A:1011132715245
  107. Baptista, L.F.; Sousa, J.M.; Sá da Costa, J.M.G.. "Fuzzy predictive algorithms applied to real-time force control". Control Engineering Practice 9 4 (2001): 411-423. http://www.scopus.com/inward/record.url?eid=2-s2.0-0035311181&partnerID=MN8TOARS.
    10.1016/S0967-0661(00)00119-2
  108. Kaymak, U.; Sousa, J.M.. "Weighting of constraints in fuzzy optimization". IEEE International Conference on Fuzzy Systems 3 (2001): 1131-1134. http://www.scopus.com/inward/record.url?eid=2-s2.0-0036343562&partnerID=MN8TOARS.
  109. Sousa, J.M.. "Optimization issues in predictive control with fuzzy objective functions". International Journal of Intelligent Systems 15 9 (2000): 879-899. http://www.scopus.com/inward/record.url?eid=2-s2.0-0034276146&partnerID=MN8TOARS.
    10.1002/1098-111X(200009)15:9<879::AID-INT4>3.0.CO;2-9
  110. Conchinha, J.M.; Silva, C.A.; Sousa, J.M.; Botto, M.A.; Sá Da Costa, J.M.G.. "Acoustic noise modeling and identification using neural and fuzzy techniques". Proceedings of the 25th International Conference on Noise and Vibration Engineering, ISMA (2000): 847-854. http://www.scopus.com/inward/record.url?eid=2-s2.0-13444278556&partnerID=MN8TOARS.
  111. Sousa, J.M.; Setnes, M.. "Model predictive control: A data-driven approach using simple fuzzy tools". IEEE International Conference on Fuzzy Systems 2 (2000): 1017-1020. http://www.scopus.com/inward/record.url?eid=2-s2.0-0033704192&partnerID=MN8TOARS.
  112. Sousa, J.M.D.C.; Setnes, M.. "Fuzzy predictive filters in model predictive control". IEEE Transactions on Industrial Electronics 46 6 (1999): 1225-1232. http://www.scopus.com/inward/record.url?eid=2-s2.0-0033340275&partnerID=MN8TOARS.
    10.1109/41.808014
  113. Sousa, J.M.; Setnes, M.; Baptista, L.F.; Sa da Costa, J.M.G.. "Model predictive algorithms based on fuzzy discrete alternatives". IEEE International Conference on Fuzzy Systems 1 (1999): http://www.scopus.com/inward/record.url?eid=2-s2.0-0033280998&partnerID=MN8TOARS.
  114. Setnes, M.; Sousa, J.M.. "Fuzzy model-based control: A practical approach". Computational Intelligence and Applications (1999): 261-266. http://www.scopus.com/inward/record.url?eid=2-s2.0-4944244451&partnerID=MN8TOARS.
  115. Sousa, J.M.; Setnes, M.; Kaymak, U.. "Adaptive decision alternatives in fuzzy predictive control". IEEE International Conference on Fuzzy Systems 1 (1998): 698-703. http://www.scopus.com/inward/record.url?eid=2-s2.0-0031637930&partnerID=MN8TOARS.
  116. Sousa, J.M.; Babuska, R.; Verbruggen, H.B.. "Internal model control with a fuzzy model: Application to an air-conditioning system". IEEE International Conference on Fuzzy Systems 1 (1997): 207-212. http://www.scopus.com/inward/record.url?eid=2-s2.0-0030652013&partnerID=MN8TOARS.
  117. Kaymak, U.; Sousa, J.M.; Verbruggen, H.B.. "Comparative study of fuzzy and conventional criteria in model-based predictive control". IEEE International Conference on Fuzzy Systems 2 (1997): 907-914. http://www.scopus.com/inward/record.url?eid=2-s2.0-0030675584&partnerID=MN8TOARS.
  118. Schram, G.; Verschoor, B.; Sousa, J.M.; Verbruggen, H.B.. "Flight control reconfiguration using multiple fuzzy controllers". IEEE International Conference on Fuzzy Systems 1 (1997): 111-117. http://www.scopus.com/inward/record.url?eid=2-s2.0-0030652504&partnerID=MN8TOARS.
  119. Sousa, J.M.; Babuška, R.; Verbruggen, H.B.. "Fuzzy predictive control applied to an air-conditioning system". Control Engineering Practice 5 10 (1997): 1395-1406. http://www.scopus.com/inward/record.url?eid=2-s2.0-0343196668&partnerID=MN8TOARS.
    10.1016/S0967-0661(97)00136-6
  120. Onnen, C.; Babuška, R.; Kaymak, U.; Sousa, J.M.; Verbruggen, H.B.; Isermann, R.. "Genetic algorithms for optimization in predictive control". Control Engineering Practice 5 10 (1997): 1363-1372. http://www.scopus.com/inward/record.url?eid=2-s2.0-0342762019&partnerID=MN8TOARS.
    10.1016/S0967-0661(97)00133-0
  121. Sousa, J.M.; Babuska, R.; Bruijn, P.M.; Verbruggen, H.B.. "Comparison of conventional and fuzzy predictive control". IEEE International Conference on Fuzzy Systems 3 (1996): 1782-1787. http://www.scopus.com/inward/record.url?eid=2-s2.0-0030408313&partnerID=MN8TOARS.
  122. Sousa, J.M.; Kaymak, U.; Verhaegen, M.; Verbruggen, H.B.. "Convex optimization in fuzzy predictive control". Proceedings of the IEEE Conference on Decision and Control 3 (1996): 2355-3592. http://www.scopus.com/inward/record.url?eid=2-s2.0-0030378906&partnerID=MN8TOARS.
  123. Carvalho, M.T.; Sousa, J.M.; Durão, F.; Martins, P.M.. "Real time fuzzy control of column flotation process". Annual Review in Automatic Programming 19 C (1994): 73-78. http://www.scopus.com/inward/record.url?eid=2-s2.0-43949155562&partnerID=MN8TOARS.
    10.1016/0066-4138(94)90045-0
Capítulo de livro
  1. Ricardo Magalhães; Filipe Santos; Susana Vieira; João M. C. Sousa. "Dual Resource Flexible Job Shop Scheduling Problems: The xBTF Algorithm". 2024.
    10.1007/978-3-031-74003-9_10
  2. Miguel S. E. Martins; Susana Vieira; João M. C. Sousa. "Forced Periodic Optimal Scheduling Policy for Graph Reinforcement Learning". 2024.
    10.1007/978-3-031-74003-9_11
  3. Inês C. Ferreira; Bernardo Firme; Miguel S. E. Martins; Tiago Coito; Joaquim Viegas; João Figueiredo; Susana M. Vieira; João M. C. Sousa. "Artificial Bee Colony Algorithm Applied to Dynamic Flexible Job Shop Problems". 241-254. Springer International Publishing, 2020.
    10.1007/978-3-030-50146-4_19
  4. Miguel S. E. Martins; Tiago Coito; Bernardo Firme; Joaquim Viegas; João M. C. Sousa; João Figueiredo; Susana M. Vieira. "Solving Dynamic Delivery Services Using Ant Colony Optimization". 327-341. Springer International Publishing, 2020.
    10.1007/978-3-030-50146-4_25
  5. da Motta Macedo, M.G.; Bastos-Filho, C.J.A.; Vieira, S.M.; Sousa, J.M.C.. "Multi-objective binary fish school search". 53-72. 2018.
Livro
  1. Salgado, C.M.; Vieira, S.M.; Sousa, J.M.C.. Mixed fuzzy clustering for deriving predictive models in intensive care units. 2018.
    10.1007/978-3-319-65455-3_4
  2. Viegas, J.L.; Vieira, S.M.; Sousa, J.M.C.. Mining consumer characteristics from smart metering data through fuzzy modelling. 2016.
    10.1007/978-3-319-40596-4_47
  3. Fernandes, M.P.; Viegas, J.L.; Vieira, S.M.; Sousa, J.M.C.. Seasonal clustering of residential natural gas consumers. 2016.
    10.1007/978-3-319-40596-4_60
  4. Salgado, C.M.; Vieira, S.M.; Sousa, J.M.C.. Fuzzy modeling based on mixed fuzzy clustering for multivariate time series of unequal lengths. 2016.
    10.1007/978-3-319-40581-0_60
  5. Viegas, J.L.; Vieira, S.M.; Melício, R.; Mendes, V.M.F.; Sousa, J.M.C.. GA-ANN short-term electricity load forecasting. 2016.
    10.1007/978-3-319-31165-4_45
  6. Silva, C.; Vieira, S.M.; Sousa, J.M.C.. Fuzzy decision tree to predict readmissions in intensive care unit. 2015.
    10.1007/978-3-319-10380-8_35
  7. Viegas, J.L.; Vieira, S.M.; Henriques, E.M.P.; Sousa, J.M.C.. A tabu search algorithm for the 3D bin packing problem in the steel industry. 2015.
    10.1007/978-3-319-10380-8_34
  8. Almeida, R.J.; Verbeek, N.; Kaymak, U.; Da Costa Sousa, J.M.. Probabilistic Fuzzy Systems as Additive Fuzzy Systems. 2014.
    10.1007/978-3-319-08795-5_58
  9. Silveira, M.E.; Vieira, S.M.; Da Costa Sousa, J.M.. An ACO algorithm for the 3D bin packing problem in the steel industry. 2013.
    10.1007/978-3-642-38577-3_55
  10. Ribau, J.P.; Sousa, J.M.C.; Silva, C.M.. Plug-in hybrid vehicle powertrain design optimization: Energy consumption and cost. 2013.
    10.1007/978-3-642-33777-2_49
  11. Türksen, Ö.; Vieira, S.M.; Madeira, J.F.A.; Apaydin, A.; Sousa, J.M.C.. Comparison of multi-objective algorithms applied to feature selection. 2013.
    10.1007/978-3-642-30278-7_28
  12. Fialho, A.S.; Cismondi, F.; Vieira, S.M.; Reti, S.R.; Sousa, J.M.C.; Finkelstein, S.N.. Challenges and opportunities of soft computing tools in health care delivery. 2013.
    10.4018/978-1-4666-3990-4.ch016
  13. Gonçalves, P.J.S.; Almeida, R.J.; Pinto, J.R.C.; Vieira, S.M.; Sousa, J.M.C.. Image based classification platform: Application to breast cancer diagnosis. 2013.
    10.4018/978-1-4666-3990-4.ch031
  14. Almeida, R.J.; Bastürk, N.; Kaymak, U.; Da Costa Sousa, J.M.. Conditional density estimation using fuzzy GARCH models. 2013.
    10.1007/978-3-642-33042-1_19
  15. Pereira, R.D.; Sousa, J.; Vieira, S.; Reti, S.; Finkelstein, S.. Modified sequential forward selection applied to predicting septic shock outcome in the intensive care unit. 2013.
    10.1007/978-3-642-33042-1_50
  16. Pinto, P.C.; Runkler, T.A.; Sousa, J.M.C.. Insect Swarm algorithms for dynamic MAX-SAT problems. 2013.
    10.1007/978-3-642-30665-5-15
  17. Fialho, A.S.; Cismondi, F.; Vieira, S.M.; Sousa, J.M.C.; Reti, S.R.; Howell, M.D.; Finkelstein, S.N.. Predicting outcomes of septic shock patients using feature selection based on soft computing techniques. 2010.
    10.1007/978-3-642-14058-7_7
  18. Vieira, S.M.; Sousa, J.M.C.; Kaymak, U.. Ant feature selection using fuzzy decision functions. 2010.
    10.1007/978-3-642-13935-2_16
  19. Vieira, S.M.; Sousa, J.M.C.; Runkler, T.A.. Multi-criteria ant feature selection using fuzzy classifiers. 2009.
    10.1007/978-3-642-03625-5_2
  20. Gonçalves, P.J.S.; Sousa, J.M.C.; Pinto, J.R.C.. Evolving fuzzy modeling of an uncalibrated visual servoing system. 2008.
    10.1007/978-3-540-69812-8_104
  21. Mendonça, L.F.; Sousa, J.M.C.; Sá da Costa, J.M.G.. Fault tolerant control using fuzzy MPC. 2007.
    10.1016/B978-008044485-7/50240-2
  22. Pinto, P.C.; Runkler, T.A.; Sousa, J.M.C.. Ant colony optimization and its application to regular and dynamic MAX-SAT problems. 2007.
    10.1007/978-3-540-72693-7_15
  23. Mendonça, L.F.; Sousa, J.M.C.; Sá da Costa, J.M.G.. Fault isolation using fuzzy model-based observers. 2007.
    10.1016/B978-008044485-7/50124-X
  24. Sequeira Gonçalves, P.J.; Mendonça, L.F.; Sousa, J.C.; Pinto, J.R.C.. Fuzzy model based control applied to path planning visual servoing. 2004.
  25. Silva, C.A.; Runkler, T.A.; Sousa, J.M.; Palm, R.. Ant colonies as logistic processes optimizers. 2002.
Pré-impressão
  1. L.F. Mendonça; J. M. C. Sousa; S. M. Vieira. "Fault Diagnosis of Maritime Equipment Using an Intelligent Framework". 2024. https://doi.org/10.20944/preprints202408.0192.v1.
    10.20944/preprints202408.0192.v1
  2. Rodrigo Luís; Rui Santos; Luís Mendonça; Susana M Vieira; João M. C. Sousa. "Fuzzy Multi-Item Newsvendor Problem: An Application to Inventory Management". 2024. https://doi.org/10.20944/preprints202402.1745.v1.
    10.20944/preprints202402.1745.v1
Distinções

Prémio

2024 Best researcher of University of Lisbon in Mechanical, Naval and Aerospace (Aeroships) Engineering

Outra distinção

2017 Past Chair of the Fuzzy Systems Technical Committee, IEEE Computational Intelligence Society
IEEE, Estados Unidos
2016 Past Chair of the Fuzzy Systems Technical Committee, IEEE Computational Intelligence Society
IEEE, Estados Unidos
2011 Menção Honrosa nos Prémios Científicos UTL/Santander Totta em Engenharia Mecânica
2007 Editor of Mathematics and Computers in Simulation
2007 Member of the Editorial Board of Fuzzy Sets and Systems
2004 Prémio Jovem Investigador
2002 Associate Editor of IEEE Transactions on Fuzzy Systems
Instituto de Engenheiros Eletricistas e Eletrônicos, Portugal