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Paulo Cortez is Full Professor at the Department of Information Systems, University of Minho. He is also assistant director of the ALGORITMI R&D centre. His research interests are: Business Analytics, Data Science, Decision Support Systems, Neural Networks and Machine Learning, Evolutionary Algorithms and Artificial Intelligence Applications. He is co-author of more than 197 indexed (e.g., ISI, Scopus) publications in international peer reviewed journals (e.g., Journal of Heuristics, Decision Support Systems, Neurocomputing, Information Sciences, Information Processing & Management) and conferences (e.g., IEEE IJCNN, ACM GECCO). He has more than 9450 Google Scholar citations (h-index of 40) and 3873 Scopus citations (without self-citations, h-index of 27). He he has participated in more than 36 R&D projects and has supervised 6 Postdoctoral works, 10 PhD thesis, 48 MSc thesis and 18 BSc final graduation projects in the area of Intelligent Data Analysis. He is currently Associate Editor of the journals Decision Support Systems (ranked A* at CORE, JCR Q1) and Expert Systems (JCR Q2), and was formerly Associate Editor of Neural Processing Letters (JCR Q2). From 2012 to 2015, he was Vice-president of the Portuguese Association for Artificial Intelligence (www.appia.pt). He was also evaluator of 82 R&D project proposals and reports from the Scientific National entities of Canada, Cyprus, France, Israel, Italy, Kazakhstan, Poland, Portugal, Romania and The Netherlands. He has been a regular reviewer of ISI JCR journals such as: IEEE Trans. Neural Networks and Learning Systems, Information Sciences, Decision Support Systems, Data & Knowledge Engineering, Machine Learning, Applied Soft Computing, Neurocomputing, and Knowledge and Information Systems. Moreover, he has been Program Committee/Reviewer of 183 int. conferences/workshops, such as: IJCAI 2022 (CORE A*), VLDB 2018 (CORE A*), ICONIP 2017 (CORE A), IEEE IJCNN 2020 (CORE A) and ECAI2010 (CORE A).
Identificação

Identificação pessoal

Nome completo
PAULO ALEXANDRE RIBEIRO CORTEZ

Nomes de citação

  • Cortez, Paulo

Identificadores de autor

Ciência ID
6E19-EB4D-C22E
ORCID iD
0000-0002-7991-2090
Google Scholar ID
https://scholar.google.com/citations?hl=en&user=fQ42U-8AAAAJ
Researcher Id
A-2674-2008
Scopus Author Id
7003574407

Websites

  • https://pcortez.dsi.uminho.pt/ (Profissional)

Domínios de atuação

  • Ciências Exatas - Ciências da Computação e da Informação - Ciências da Computação
  • Ciências Exatas - Ciências da Computação e da Informação - Ciências da Informação
  • Ciências Exatas - Ciências da Computação e da Informação
  • Ciências Exatas - Ciências da Computação e da Informação - Ciências da Informação
  • Ciências Exatas - Ciências da Computação e da Informação - Ciências da Computação
  • Ciências Exatas - Ciências da Computação e da Informação

Idiomas

Idioma Conversação Leitura Escrita Compreensão Peer-review
Português Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1)
Inglês Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1)
Formação
Grau Classificação
2013
Concluído
Habilitation in Technologies and Information Systems (Título de Agregado)
Universidade do Minho Escola de Engenharia, Portugal
"Knowledge Extraction from Black Box Data Mining Models Using Sensitivity Analysis and Visualization Techniques" (TESE/DISSERTAÇÃO)
Approved unanimously (highest grade)
2002
Concluído
PhD in Computer Science - Specialization in Artificial Intelligence (Doutoramento)
Universidade do Minho Escola de Engenharia, Portugal
"Bio-Inspired Approaches for Time Series Forecasting" (TESE/DISSERTAÇÃO)
Approved unanimously (highest grade), External ref
1998
Concluído
Master in Computer Science - Specialization in Information Systems (Mestrado)
Universidade do Minho Escola de Engenharia, Portugal
"Neural Networks and Genetic Algorithms for Time Series Forecasting" (TESE/DISSERTAÇÃO)
Very good (highest grade)
1995
Concluído
Systems and Computer Science Engineering (5-year degree, Eng. Sistemas e Informática) (Licenciatura)
Universidade do Minho Escola de Engenharia, Portugal
"Time Series Forecasting in a Distributed Environment" (TESE/DISSERTAÇÃO)
80% (16 "valores", Very Good)
Percurso profissional

Docência no Ensino Superior

Categoria Profissional
Instituição de acolhimento
Empregador
2021/08 - Atual Professor Catedrático (Docente Universitário) Universidade do Minho - Campus de Azurém, Portugal
Universidade do Minho - Campus de Azurém, Portugal
2010/11 - 2021/08 Professor Associado (Docente Universitário) Universidade do Minho, Portugal
Universidade do Minho - Campus de Azurém, Portugal
2013 - 2014 Professor Associado (Docente Universitário) ISCTE-Instituto Universitário de Lisboa, Portugal
2006/10 - 2010/10 Professor Auxiliar (Docente Universitário) Universidade do Minho, Portugal

Outros

Categoria Profissional
Instituição de acolhimento
Empregador
2001/10 - 2006/09 Invited Lecturer Universidade do Minho, Portugal
1997/12 - 2001/09 FCT PhD Grant Universidade do Minho, Portugal
1995/09 - 1997/11 FCT MSc Grant Universidade do Minho, Portugal
Projetos

Bolsa

Designação Financiadores
2013 - 2015/05 INTCARE II - Intelligent Decision Support System for Intensive Care
126314
Provided by PTCRIS: 126314
Investigador
Universidade de Coimbra
2008 - 2012/01 INTCARE - Intelligent Decision Support System for Intensive Care
72819
Provided by PTCRIS: 72819
Investigador
Universidade de Coimbra
2005 - 2008/06 MOBioPro-Nature-based computation in the modeling and optimization of biotechnological processes
59899
Provided by PTCRIS: 59899
Investigador
Universidade de Coimbra

Projeto

Designação Financiadores
2021 - 2024/06 FemWebAI – Integrated approach for reliable and advanced analysis and design of sustainable construction systems in fibre reinforced concrete
PTDC/ECI-EST/6300/2020
Investigador
Instituto para a Sustentabilidade e Inovação em Engenharia Estrutural, Portugal
Fundação para a Ciência e a Tecnologia
Em curso
2019 - 2022 ProChild CoLAB Against Poverty and Social Exclusion Collab
Prochild collab
Investigador
Centro de Computação Gráfica, Portugal
Fundação para a Ciência e a Tecnologia
2018 - 2022 Digital Transformation CoLab - Experiencing the Future - DTx
DTx collab
Investigador
Universidade do Minho Centro ALGORITMI, Portugal
Fundação para a Ciência e a Tecnologia
2019 - 2021/12 ICDS4IM - Intelligent Clinical Decision Support for Intensive Medicine
DSAIPA/DS/0084/2018
Investigador
Universidade do Minho Centro ALGORITMI, Portugal
Fundação para a Ciência e a Tecnologia
Em curso
2018 - 2021/12 Detection of anomalies from fusion of multiple sensors (P31)
nº 039334, COMPETE 2020
Investigador responsável
Universidade do Minho Centro ALGORITMI, Portugal
2018 - 2021/12 Artificial Intelligence for Business Processes (FOF.BI.57)
nº 039479, COMPETE 2020
Investigador responsável
Universidade do Minho Centro ALGORITMI, Portugal
2017 - 2020/09 Analytical Laboratories 4.0
project 2: Intelligent Analytical Laboratories
Investigador responsável
Centro de Computação Gráfica, Portugal
2017 - 2020/06 TexBoost - Less Commodities more Specialities
nº 24523
Investigador responsável
Centro de Computação Gráfica, Portugal
Agência Nacional de Inovação SA
Em curso
2016 - 2019 PROMOS - Prediction and optimization of advertising campaigns for Mobile devices via a Subscription model
NORTE-01-0247-FEDER-017497
Investigador responsável
Universidade do Minho Centro ALGORITMI, Portugal
Agência Nacional de Inovação SA
Concluído
2011 - 2014/01 SIDIC - Integrated System for the Detection and Identification of Behaviors and Biometric Data by Analysis
Nº 21584, Concurso 03/SI/2011
Investigador
Universidade do Minho Centro ALGORITMI, Portugal
Agência Nacional de Inovação SA
Concluído
2008 - 2010/12 SPAM Telescope Miner: worldwide unsolicited email detection using data mining techniques
64541
Provided by PTCRIS: 64541
Investigador responsável
Universidade do Minho Centro ALGORITMI, Portugal
Fundação para a Ciência e a Tecnologia
Concluído
2005 - 2006/04 Internet Congestion Control Using Neural Networks
B-53/05
Investigador responsável
Universidade do Minho Centro ALGORITMI, Portugal
2003 - 2005/02 Simulation of Intelligent Agents for Robocup
POSI/ROBO/43904/2002
Investigador
Universidade do Minho Centro ALGORITMI, Portugal
2001 - 2002/12 A Web-based Information System for the Law
POSI/EEI/13096/2000
Universidade do Minho Centro ALGORITMI, Portugal
Produções

Publicações

Artigo em conferência
  1. Tinoco, J.; Gomes Correia, A.; Cortez, P.; Toll, D.. "Combining Artificial Neural Networks and Genetic Algorithms for Rock Cuttings Slopes Stability Condition Identification". 2019.
    10.1007/978-3-030-32029-4_18
  2. Matos, L.M.; Cortez, P.; Mendes, R.; Moreau, A.. "Using Deep Learning for Mobile Marketing User Conversion Prediction". 2019.
    10.1109/IJCNN.2019.8851888
  3. Pereira, P.J.; Pinto, P.; Mendes, R.; Cortez, P.; Moreau, A.. "Using Neuroevolution for Predicting Mobile Marketing Conversion". 2019.
    10.1007/978-3-030-30244-3_31
  4. Silva, S.; Cortez, P.; Mendes, R.; Pereira, P.J.; Matos, L.M.; Garcia, L.. "A Categorical Clustering of Publishers for Mobile Performance Marketing". 2018.
    10.1007/978-3-319-94120-2_14
  5. Nova, D.; Ferreira, A.; Cortez, P.. "A Machine Learning Approach to Detect Violent Behaviour from Video". 2018.
    10.1007/978-3-030-16447-8_9
  6. Matos, L.M.; Cortez, P.; Mendes, R.; Moreau, A.. "A Comparison of Data-Driven Approaches for Mobile Marketing User Conversion Prediction". 2018.
    10.1109/IS.2018.8710472
  7. Gonçalves, S.; Cortez, P.; Moro, S.. "A deep learning approach for sentence classification of scientific abstracts". 2018.
    10.1007/978-3-030-01424-7_47
  8. Tinoco, J.; Correia, A.G.; Cortez, P.; Toll, D.. "Data-driven classification approaches for stability condition prediction of soil cutting slopes". 2017.
  9. Afsar, P.; Cortez, P.; Santos, H.. "Human skeleton detection from semi-constrained environment video". 2017.
  10. Hamdi; Hadiwardoyo, S.P.; Correia, A.G.; Pereira, P.; Cortez, P.. "Prediction of surface distress using neural networks". 2017.
    10.1063/1.4985502
  11. Pereira, P.J.; Cortez, P.; Mendes, R.. "Multi-objective learning of neural network time series prediction intervals". 2017.
    10.1007/978-3-319-65340-2_46
  12. Cunha, P.; Ferreira, A.; Cortez, P.. "Mining rational team concert repositories: A case study on a software project". 2017.
    10.1007/978-3-319-65340-2_44
  13. Cortez, P.; Matos, L.M.; Pereira, P.J.; Santos, N.; Duque, D.. "Forecasting store foot traffic using facial recognition, time series and support vector machines". 2016.
    10.1007/978-3-319-47364-2_26
  14. Parente, M.; Correia, A.G.; Cortez, P.. "Metaheuristics, Data Mining and Geographic Information Systems for Earthworks Equipment Allocation". 2016.
    10.1016/j.proeng.2016.06.064
  15. Cortez, P.; Oliveira, N.; Ferreira, J.P.. "Measuring user influence in financial microblogs: Experiments using StockTwits data". 2016.
    10.1145/2912845.2912860
  16. Parente, M.; Correia, A.G.; Cortez, P.. "A Novel Integrated Optimization System for Earthwork Tasks". 2016.
    10.1016/j.trpro.2016.05.428
  17. Vitor Pereira; Pedro Sousa; Paulo Cortez; Miguel Rio; Miguel Rocha; Pereira, V.; Sousa, P.; et al. "Comparison of Single and Multi-objective Evolutionary Algorithms for Robust Link-state Routing". 2015.
    Publicado • 10.1007/978-3-319-15892-1_39
  18. Manuel Parente; António Gomes Correia; Paulo Cortez. "Combining Data Mining and Evolutionary Computation for Multi-Criteria Optimization of Earthworks". 2015.
    Publicado
  19. Fernandes, K.; Vinagre, P.; Cortez, P.. "A proactive intelligent decision support system for predicting the popularity of online news". 2015.
    10.1007/978-3-319-23485-4_53
  20. Parente, M.; Correia, A.G.; Cortez, P.. "Modern optimization in earthwork construction". 2015.
  21. Afsar, P.; Cortez, P.; Santos, H.; Afsar, Palwasha; Cortez, Paulo; Santos, Henrique. "Automatic human action recognition from video using Hidden Markov Model". 2015.
    10.1109/CSE.2015.41
  22. N. Caetano; R. Laureano; Paulo Cortez. "A Data-driven Approach to Predict Hospital Length of Stay: a Portuguese Case Study". 2014.
    Publicado
  23. N. Oliveira; Paulo Cortez; Nelson Areal. "Automatic Creation of Stock Market Lexicons for Sentiment Analysis Using StockTwits Data". 2014.
    Publicado
  24. Joan Marc Llargues Asensio; Juan Peralta Donate; Paulo Cortez; Asensio, J.M.L.; Donate, J.P.; Cortez, P.; Gonzalez, B.P.; et al. "Evolving Artificial Neural Networks Applied to Generate Virtual Characters". 2014.
    Publicado • 10.1109/CIG.2014.6932862
  25. Parente, M.; Correia, A.G.; Cortez, P.. "Use of DM techniques in earthworks management: A case study". 2014.
    10.1061/9780784478523.001
  26. Oliveira, N.; Cortez, P.; Areal, N.. "Automatic creation of stock market lexicons for sentiment analysis using stocktwits data". 2014.
    10.1145/2628194.2628235
  27. Caetano, N.; Laureano, R.M.S.; Cortez, P.. "A data-driven approach to predict hospital length of stay a portuguese case study". 2014.
  28. Vitor Pereira; Pedro Sousa; Paulo Cortez; Miguel Rio; Miguel Rocha. "Robust optimization of intradomain routing using evolutionary algorithms". 2013.
    Publicado
  29. Jurado, S.; Peralta, J.; Nebot, A.; Mugica, F.; Cortez, P.. "Short-term electric load forecasting using computational intelligence methods". 2013.
    10.1109/FUZZ-IEEE.2013.6622523
  30. Oliveira, N.; Cortez, P.; Areal, N.. "Some experiments on modeling stock market behavior using investor sentiment analysis and posting volume from twitter". 2013.
  31. Oliveira, N.; Cortez, P.; Areal, N.. "On the predictability of stock market behavior using StockTwits sentiment and posting volume". 2013.
    10.1007/978-3-642-40669-0_31
  32. Pereira, V.; Rocha, M.; Cortez, P.; Rio, M.; Sousa, P.. "A framework for robust traffic engineering using evolutionary computation". 2013.
    10.1007/978-3-642-38998-6_1
  33. Tânia, Calçada; Paulo, Cortez; Manuel, Ricardo; Calçada, T.; Cortez, P.; Ricardo, M.. "Using data mining to study the impact of topology characteristics on the performance of wireless mesh networks". 2012.
    Publicado • 10.1109/WCNC.2012.6214062
  34. Sérgio, Moro; Raul, Laureano; Paulo, Cortez. "Enhancing Bank Direct Marketing through Data Mining". 2012.
    Publicado
  35. Joaquim, Tinoco; António Gomes, Correia; Tinoco, J.; Correia, A.G.; Cortez, P.. "Jet Grouting Mechanicals Properties Prediction using Data Mining Techniques". 2012.
    Publicado • 10.1061/9780784412350.0183
  36. Joaquim, Tinoco; António Gomes, Correia; Paulo, Cortez. "Application of a sensitivity analysis procedure to interpret uniaxial compressive strength prediction of jet grouting laboratory formulations performed by SVM model". 2012.
    Publicado
  37. Tinoco, J.; Gomes Correia, A.; Cortez, P.; Joaquim, Tinoco; António Gomes, Correia; Paulo, Cortez. "Jet grouting deformability modulus prediction using data mining tools". 2012.
    Publicado
  38. Cortez, P.; Vaz, R.; Rocha, M.; Rio, M.; Sousa, P.; Paulo, Cortez; Rui, Vaz; et al. "Evolutionary symbiotic feature selection for email spam detection". 2012.
    Publicado
  39. Moro, Sérgio; Laureano, Raul; Cortez, Paulo. "Using Data Mining for Bank Direct Marketing: An Application of the CRISP-DM Methodology". 2011.
    Publicado
  40. Sousa, P.; Cortez, P.; Rio, M.; Rocha, M.. "Traffic engineering approaches using multicriteria optimization techniques". 2011.
    10.1007/978-3-642-21560-5_9
  41. Tinoco, J.; Gomes Correia, A.; Cortez, P.. "Using data mining techniques to predict deformability properties of jet grouting laboratory formulations over time". 2011.
    10.1007/978-3-642-24769-9_36
  42. Donate, J.P.; Cortez, P.; Sanchez, G.G.; De Miguel, A.S.. "Weighted cross-validation evolving artificial neural networks to forecast time series". 2011.
    10.1007/978-3-642-19644-7_16
  43. Tinoco, J.; Correia, A.G.; Cortez, P.. "Application of data mining techniques in the estimation of mechanical properties of Jet Grouting laboratory formulations over time". 2011.
  44. Tinoco, J.; Correia, A.G.; Cortez, P.. "UNI-AXIAL compressive strength prediction of jet grouting columns using support vector machines". 2011.
  45. Moro, S.; Laureano, R.M.S.; Cortez, P.. "Using data mining for bank direct marketing: An application of the CRISP-DM methodology". 2011.
  46. Cortez, P.; Embrechts, M.J.. "Opening black box Data Mining models using Sensitivity Analysis". 2011.
    10.1109/CIDM.2011.5949423
  47. Rocha, M.; Sa, T.; Sousa, P.; Cortez, P.; Rio, M.. "Multiobjective evolutionary algorithms for intradomain routing optimization". 2011.
    10.1109/CEC.2011.5949897
  48. Peralta Donate, J.; Cortez, P.; Sanchis De Miguel, A.; Gutierrez Sanchez, G.. "Evolving sparsely connected neural networks for multi-step ahead forecasting". 2011.
    10.1145/2001858.2001982
  49. Stepnicka, M.; Peralta, J.; Cortez, P.; Vavrícková, L.; Gutierrez, G.. "Forecasting seasonal time series with computational intelligence: Contribution of a combination of distinct methods". 2011.
  50. Peralta Donate, J.; Cortez, P.; Gutierrez Sanchez, G.; Sanchis De Miguel, A.. "Evolving time-lagged feedforward neural networks for time series forecasting". 2011.
    10.1145/2001858.2001950
  51. Tinoco, J.; Correia, A.G.; Cortez, P.. "A data mining approach for predicting jet grouting geomechanical parameters". 2011.
    10.1061/47634(413)13
  52. Cortez, P.. "Data mining with neural networks and support vector machines using the R/rminer tool". 2010.
    10.1007/978-3-642-14400-4_44
  53. Cortez, P.; Correia, A.; Sousa, P.; Rocha, M.; Rio, M.. "Spam email filtering using network-level properties". 2010.
    10.1007/978-3-642-14400-4_37
  54. Sousa, P.; Machado, A.; Rocha, M.; Cortez, P.; Rio, M.. "A collaborative approach for spam detection". 2010.
    10.1109/INTERNET.2010.25
  55. Cortez, P.. "Sensitivity analysis for time lag selection to forecast seasonal time series using neural networks and support vector machines". 2010.
    10.1109/IJCNN.2010.5596890
  56. Silva, F.; Cortez, P.; Cadavez, V.. "Using multiple regression, neural networks and support vector machines to predict lamb carcasses composition". 2010.
  57. Cortez, P.; Teixeira, J.; Cerdeira, A.; Almeida, F.; Matos, T.; Reis, J.. "Using data mining for wine quality assessment". 2009.
    10.1007/978-3-642-04747-3_8
  58. Costa, R.; Cachulo, N.; Cortez, P.. "An intelligent alarm management system for large-scale telecommunication companies". 2009.
    10.1007/978-3-642-04686-5_32
  59. Marques, R.; Gomes Correia, A.; Cortez, P.. "Data mining applied to compaction of geomaterials". 2009.
  60. Cortez, P.; Lopes, C.; Sousa, P.; Rocha, M.; Rio, M.. "Symbiotic Data Mining for personalized spam filtering". 2009.
    10.1109/WI-IAT.2009.30
  61. Tinoco, J.; Correia, A.G.; Cortez, P.. "A data mining approach for jet grouting uniaxial compressive strength prediction". 2009.
    10.1109/NABIC.2009.5393401
  62. Sousa, P.; Rocha, M.; Cortez, P.; Rio, M.. "Multiconstrained optimization of networks with multicast and unicast traffic". 2008.
    10.1007/978-3-540-87359-4-13
  63. Rocha, M.; Sousa, P.; Cortez, P.; Rio, M.. "An evolutionary algorithm for unicast/ multicast traffic engineering". 2008.
  64. Cortez, P.; Rio, M.; Sousa, P.; Rocha, M.. "Forecasting internet traffic by neural networks under univariate and multivariate strategies". 2008.
  65. Santos, M.F.; Quintela, H.; Cortez, P.; Almeida, J.O.. "An intelligent decision support system for bridge safety assessment based on Data Mining models". 2008.
    10.2495/DATA080221
  66. Cortez, P.; Silva, A.. "Using data mining to predict secondary school student performance". 2008.
  67. Quíntela, H.; Santos, M.F.; Cortez, P.. "Real-time intelligent decision support system for bridges structures behavior prediction". 2007.
  68. Sousa, P.; Rocha, M.; Rio, M.; Cortez, P.. "Class-based OSPF traffic engineering inspired on evolutionary computation". 2007.
  69. Cortez, P.; Rio, M.; Sousa, P.; Rocha, M.. "Topology aware internet traffic forecasting using neural networks". 2007.
  70. Rocha, M.; Sousa, P.; Cortez, P.; Rio, M.. "Evolutionary computation for quality of service internet routing optimization". 2007.
    10.1007/978-3-540-71805-5_8
  71. Duque, D.; Santos, H.; Cortez, P.. "Prediction of abnormal behaviors for intelligent video surveillance systems". 2007.
    10.1109/CIDM.2007.368897
  72. Miranda, T.; Gomes Correia, A.; Nogueira, I.; Santos, M.F.; Cortez, P.; Ribeiro E Sousa, L.. "Alternative models for the calculation of the RMR and Q indexes for granite rock masses". 2007.
  73. Sousa, P.; Rocha, M.; Rio, M.; Cortez, P.. "Efficient OSPF weight allocation for intra-domain QoS optimization". 2006.
  74. Duque, D.; Santos, H.; Cortez, P.. "N-ary trees classifier". 2006.
  75. Cruz, P.J.S.; Lourenco, L.; Santos, M.; Quintela, H.; Cortez, P.. "Strength of corroded tapered plate girders under pure shear". 2006.
  76. Rocha, M.; Sousa, P.; Rio, M.; Cortez, P.. "QoS constrained internet routing with evolutionary algorithms". 2006.
  77. Santos, M.F.; Cortez, P.; Pereira, J.; Quintela, H.. "Corporate bankruptcy prediction using data mining techniques". 2006.
    10.2495/DATA060351
  78. Cortez, P.; Rio, M.; Rocha, M.; Sousa, P.. "Internet traffic forecasting using neural networks". 2006.
  79. Cortez, Paulo Alexandre Ribeiro; Duarte Duque; Henrique Santos. "Moving Object Detection Unaffected by Cast Shadows, Highlights and Ghosts". Trabalho apresentado em International Conference on Image Processing, Génova, 2005.
    Publicado
  80. Manuel Filipe Santos; Cortez, Paulo Alexandre Ribeiro; Hélder Quintela; Filipe Pinto. "A Clustering Approach for Knowledge Discovery in Database Marketing". Trabalho apresentado em Sixth International Conference on Data Mining, Skiathos, 2005.
    Publicado
  81. Pinto, Filipe; Santos, Manuel Filipe; Cortez, Paulo, 1971-; Quintela, Hélder. "Data preparation for marketing database creation: a case study". 2005.
    Publicado
  82. Duque, D.; Santos, H.; Cortez, P.. "Moving object detection unaffected by cast shadows, highlights and ghosts". 2005.
    10.1109/ICIP.2005.1530416
  83. Cortez, P.; Portelinha, M.; Rodrigues, S.; Cadavez, V.; Teixeira, A.. "Lamb meat tenderness prediction using neural networks and sensitivity analysis". 2005.
  84. Rocha, M.; Cortez, P.; Neves, J.. "Simultaneous evolution of neural network topologies and weights for classification and regression". 2005.
  85. Silva, Á.; Cortez, P.; Santos, M.; Gomes, L.; Neves, J.. "Multiple organ failure diagnosis using adverse events and neural networks". 2004.
    10.1007/1-4020-3675-2_15
  86. Silva, A.; Cortez, P.; Santos, M.F.V.T.; Gomes, L.; Neves, J.. "Organ Failure Diagnosis by Artificial Neural Networks". Trabalho apresentado em Third IASTED International Conference on Artificial Intelligence and Applications, Málaga, 2003.
    Publicado
  87. Rocha, M.; Cortez, P.; Neves, J.. "Evolutionary neural network learning". 2003.
  88. Mendes, R.; Cortez, P.; Rocha, M.; Neves, J.. "Particle swarms for feedforward neural network training". 2002.
  89. Cortez, P.; Rocha, M.; Neves, J.. "Genetic and evolutionary algorithms for time series forecasting". 2001.
  90. Rocha, M.; Mendes, R.; Cortez, P.; Neves, J.. "Sitting guests at a wedding party: Experiments on genetic and evolutionary constrained optimization". 2001.
  91. Rocha, M.; Vilela, C.; Cortez, P.; Neves, J.. "Viewing scheduling problems through Genetic and Evolutionary Algorithms". 2000.
  92. Neves J.; Abelha A.; Machado J.; Alves V.; Rocha M.; Cortez P.; Basto S.; Botelho H.. "An Unified Framework for Data Modeling on Medical Information Systems". Trabalho apresentado em XV International Congress of the European Federation for Medical Informatics (MIE-99), Ljubljana, 1999.
    Publicado
  93. Rocha, Miguel; Cortez, Paulo, 1971-; Mendes, Rui; Neves, José. "An Architecture for Co-Evolving Agents in the ROBOCUP Simulation League". 1999.
    Publicado
  94. Joaquim, Tinoco; António Gomes, Correia; Paulo, Cortez. "Utilização de Máquina de Vetores de Suporte na Previsão do Comportamento Mecânico de Formulações Laboratoriais de Solo-Cimento para Colunas de Jet Grouting". 1999.
    Publicado
  95. Neves, Jose; Cortez, Paulo. "Artificial neural network - genetic based approach for time series forecasting". 1997.
  96. Cortez, Paulo; Rocha, Miguel; Machado, Jose; Neves, Jose. "Neural network based time series forecasting system". 1995.
Artigo em revista
  1. Fernandes, Elizabeth; Moro, Sérgio; Cortez, Paulo; Batista, Fernando; Ribeiro, Ricardo. "A data-driven approach to measure restaurant performance by combining online reviews with historical sales data". International Journal of Hospitality Management 94 (2021): 102830. http://dx.doi.org/10.1016/j.ijhm.2020.102830.
    10.1016/j.ijhm.2020.102830
  2. Pereira, Pedro José; Cortez, Paulo; Mendes, Rui. "Multi-objective Grammatical Evolution of Decision Trees for Mobile Marketing user conversion prediction". Expert Systems with Applications 168 (2021): 114287. http://dx.doi.org/10.1016/j.eswa.2020.114287.
    10.1016/j.eswa.2020.114287
  3. Gonçalves, João N.C.; Cortez, Paulo; Carvalho, M. Sameiro; Frazão, Nuno M.. "A multivariate approach for multi-step demand forecasting in assembly industries: Empirical evidence from an automotive supply chain". Decision Support Systems 142 (2021): 113452. http://dx.doi.org/10.1016/j.dss.2020.113452.
    10.1016/j.dss.2020.113452
  4. Fernandes, J.M.; Costa, A.; Cortez, P.. "Author placement in Computer Science: a study based on the careers of ACM Fellows". Scientometrics (2021): http://www.scopus.com/inward/record.url?eid=2-s2.0-85106480194&partnerID=MN8TOARS.
    10.1007/s11192-021-04035-5
  5. Silva, A.J.; Cortez, P.; Pereira, C.; Pilastri, A.. "Business analytics in Industry 4.0: A systematic review". Expert Systems (2021): http://www.scopus.com/inward/record.url?eid=2-s2.0-85107535449&partnerID=MN8TOARS.
    10.1111/exsy.12741
  6. Goncalves, J.N.C.; Cortez, P.; Carvalho, M.S.. "K-means clustering combined with principal component analysis for material profiling in automotive supply chains". European Journal of Industrial Engineering 15 2 (2021): 273-294. http://www.scopus.com/inward/record.url?eid=2-s2.0-85103879260&partnerID=MN8TOARS.
    10.1504/EJIE.2021.114009
  7. Paulo Cortez; Albert Bifet. "Fifth special issue on knowledge discovery and business intelligence". Expert Systems (2020): https://doi.org/10.1111/exsy.12628.
    10.1111/exsy.12628
  8. João M. Fernandes; Paulo Cortez. "Alphabetic order of authors in scholarly publications: a bibliometric study for 27 scientific fields". Scientometrics 125 3 (2020): 2773-2792. https://doi.org/10.1007/s11192-020-03686-0.
    10.1007/s11192-020-03686-0
  9. Zola, Paola; Ragno, Costantino; Cortez, Paulo. "A Google Trends spatial clustering approach for a worldwide Twitter user geolocation". Information Processing & Management 57 6 (2020): 102312. http://dx.doi.org/10.1016/j.ipm.2020.102312.
    10.1016/j.ipm.2020.102312
  10. João N.C. Gonçalves; M. Sameiro Carvalho; Paulo Cortez. "Operations research models and methods for safety stock determination: A review". Operations Research Perspectives 7 (2020): 100164-100164. https://doi.org/10.1016/j.orp.2020.100164.
    10.1016/j.orp.2020.100164
  11. Zola, Paola; Cortez, Paulo; Brentari, Eugenio. "Twitter alloy steel disambiguation and user relevance via one-class and two-class news titles classifiers". Neural Computing and Applications 33 4 (2020): 1245-1260. http://dx.doi.org/10.1007/s00521-020-04991-8.
    10.1007/s00521-020-04991-8
  12. Paulo Cortez; Pedro José Pereira; Rui Mendes. "Multi-step time series prediction intervals using neuroevolution". Neural Computing and Applications (2019): https://doi.org/10.1007/s00521-019-04387-3.
    10.1007/s00521-019-04387-3
  13. Zola, P.; Cortez, P.; Ragno, C.; Brentari, E.. "Social Media Cross-Source and Cross-Domain Sentiment Classification". International Journal of Information Technology and Decision Making 18 5 (2019): 1469-1499. http://www.scopus.com/inward/record.url?eid=2-s2.0-85074771803&partnerID=MN8TOARS.
    10.1142/S0219622019500305
  14. Moro, S.; Pires, G.; Rita, P.; Cortez, P.. "A text mining and topic modelling perspective of ethnic marketing research". Journal of Business Research 103 (2019): 275-285. http://www.scopus.com/inward/record.url?eid=2-s2.0-85061051852&partnerID=MN8TOARS.
    10.1016/j.jbusres.2019.01.053
  15. Gonçalves, S.; Cortez, P.; Moro, S.. "A deep learning classifier for sentence classification in biomedical and computer science abstracts". Neural Computing and Applications (2019): http://www.scopus.com/inward/record.url?eid=2-s2.0-85069678776&partnerID=MN8TOARS.
    10.1007/s00521-019-04334-2
  16. Zola, P.; Cortez, P.; Carpita, M.. "Twitter user geolocation using web country noun searches". Decision Support Systems 120 (2019): 50-59. http://www.scopus.com/inward/record.url?eid=2-s2.0-85063730807&partnerID=MN8TOARS.
    10.1016/j.dss.2019.03.006
  17. Moro, S.; Pires, G.; Rita, P.; Cortez, P.. "A cross-cultural case study of consumers' communications about a new technological product". Journal of Business Research (2018): http://www.scopus.com/inward/record.url?eid=2-s2.0-85051477258&partnerID=MN8TOARS.
    10.1016/j.jbusres.2018.08.009
  18. Tinoco, J.; Gomes Correia, A.; Cortez, P.; Toll, D.G.. "Stability Condition Identification of Rock and Soil Cutting Slopes Based on Soft Computing". Journal of Computing in Civil Engineering 32 2 (2018): http://www.scopus.com/inward/record.url?eid=2-s2.0-85039865396&partnerID=MN8TOARS.
    10.1061/(ASCE)CP.1943-5487.0000739
  19. Afsar, P.; Cortez, P.; Santos, H.. "Automatic human trajectory destination prediction from video". Expert Systems with Applications 110 (2018): 41-51. http://www.scopus.com/inward/record.url?eid=2-s2.0-85048014508&partnerID=MN8TOARS.
    10.1016/j.eswa.2018.03.035
  20. Cortez, P.; Moro, S.; Rita, P.; King, D.; Hall, J.. "Insights from a text mining survey on Expert Systems research from 2000 to 2016". Expert Systems 35 3 (2018): http://www.scopus.com/inward/record.url?eid=2-s2.0-85048341316&partnerID=MN8TOARS.
    10.1111/exsy.12280
  21. Cortez, P.; Santos, M.F.. "Fourth special issue on knowledge discovery and business intelligence". Expert Systems 35 4 (2018): http://www.scopus.com/inward/record.url?eid=2-s2.0-85050466704&partnerID=MN8TOARS.
    10.1111/exsy.12314
  22. Silva, A.T.; Moro, S.; Rita, P.; Cortez, P.. "Unveiling the features of successful eBay smartphone sellers". Journal of Retailing and Consumer Services 43 (2018): 311-324. http://www.scopus.com/inward/record.url?eid=2-s2.0-85046718327&partnerID=MN8TOARS.
    10.1016/j.jretconser.2018.05.001
  23. Tinoco, J.; Gomes Correia, A.; Cortez, P.; Toll, D.G.. "Data-Driven Model for Stability Condition Prediction of Soil Embankments Based on Visual Data Features". Journal of Computing in Civil Engineering 32 4 (2018): http://www.scopus.com/inward/record.url?eid=2-s2.0-85047057600&partnerID=MN8TOARS.
    10.1061/(ASCE)CP.1943-5487.0000770
  24. Amado, A.; Cortez, P.; Rita, P.; Moro, S.. "Research trends on Big Data in Marketing: A text mining and topic modeling based literature analysis". European Research on Management and Business Economics 24 1 (2018): 1-7. http://www.scopus.com/inward/record.url?eid=2-s2.0-85021832314&partnerID=MN8TOARS.
    10.1016/j.iedeen.2017.06.002
  25. Moro, S.; Cortez, P.; Rita, P.. "A divide-and-conquer strategy using feature relevance and expert knowledge for enhancing a data mining approach to bank telemarketing". Expert Systems 35 3 (2018): http://www.scopus.com/inward/record.url?eid=2-s2.0-85032257807&partnerID=MN8TOARS.
    10.1111/exsy.12253
  26. Tinoco, J.; Gomes Correia, A.; Cortez, P.. "Jet grouting column diameter prediction based on a data-driven approach". European Journal of Environmental and Civil Engineering 22 3 (2018): 338-358. http://www.scopus.com/inward/record.url?eid=2-s2.0-84974814375&partnerID=MN8TOARS.
    10.1080/19648189.2016.1194329
  27. Moro, S.; Rita, P.; Cortez, P.. "A text mining approach to analyzing Annals literature". Annals of Tourism Research 66 (2017): 208-210. http://www.scopus.com/inward/record.url?eid=2-s2.0-85023619363&partnerID=MN8TOARS.
    10.1016/j.annals.2017.07.011
  28. Cortez, P.; Santos, M.F.. "Third special issue on knowledge discovery and business intelligence". Expert Systems 34 1 (2017): http://www.scopus.com/inward/record.url?eid=2-s2.0-85013113288&partnerID=MN8TOARS.
    10.1111/exsy.12188
  29. de Sá, C.R.; Soares, C.; Knobbe, A.; Cortez, P.. "Label Ranking Forests". Expert Systems 34 1 (2017): http://www.scopus.com/inward/record.url?eid=2-s2.0-84994462374&partnerID=MN8TOARS.
    10.1111/exsy.12166
  30. Oshodi, O.S.; Ejohwomu, O.A.; Famakin, I.O.; Cortez, P.. "Comparing univariate techniques for tender price index forecasting: Box-Jenkins and neural network model". Construction Economics and Building 17 3 (2017): 109-123. http://www.scopus.com/inward/record.url?eid=2-s2.0-85030102733&partnerID=MN8TOARS.
    10.5130/AJCEB.v17i3.5524
  31. Oliveira, N.; Cortez, P.; Areal, N.. "The impact of microblogging data for stock market prediction: Using Twitter to predict returns, volatility, trading volume and survey sentiment indices". Expert Systems with Applications 73 (2017): 125-144. http://www.scopus.com/inward/record.url?eid=2-s2.0-85007488685&partnerID=MN8TOARS.
    10.1016/j.eswa.2016.12.036
  32. Moro, S.; Cortez, P.; Rita, P.. "A framework for increasing the value of predictive data-driven models by enriching problem domain characterization with novel features". Neural Computing and Applications 28 6 (2017): 1515-1523. http://www.scopus.com/inward/record.url?eid=2-s2.0-84953410389&partnerID=MN8TOARS.
    10.1007/s00521-015-2157-8
  33. Sousa, P.; Pereira, V.; Cortez, P.; Rio, M.; Rocha, M.. "A framework for improving routing configurations using multi-objective optimization mechanisms". Journal of Communications Software and Systems 12 3 (2016): 145-156. http://www.scopus.com/inward/record.url?eid=2-s2.0-85016010009&partnerID=MN8TOARS.
  34. Coelho, M.R.F.; Sena-Cruz, J.M.; Neves, L.A.C.; Pereira, M.; Cortez, P.; Miranda, T.. "Using data mining algorithms to predict the bond strength of NSM FRP systems in concrete". Construction and Building Materials 126 (2016): 484-495. http://www.scopus.com/inward/record.url?eid=2-s2.0-84988521848&partnerID=MN8TOARS.
    10.1016/j.conbuildmat.2016.09.048
  35. Oliveira, N.; Cortez, P.; Areal, N.; Oliveira, Nuno; Cortez, Paulo; Areal, Nelson. "Stock market sentiment lexicon acquisition using microblogging data and statistical measures". Decision Support Systems 85 1 (2016): 62-73. http://www.scopus.com/inward/record.url?eid=2-s2.0-84980052303&partnerID=MN8TOARS.
    Publicado • 10.1016/j.dss.2016.02.013
  36. Paulo Cortez; Manuel Filipe Santos. "[An editorial to] Recent Advances on Knowledge Discovery and Business Intelligence". Sem título 1 (2015): 1-10. http://hdl.handle.net/1822/38302.
    Publicado
  37. Sergio Moro; Paulo Cortez; Paulo Rita. "Using Customer Lifetime Value to Improve the Prediction of Bank Deposit Subscription in Telemarketing Campaigns". Sem título 1 (2015): 1-10. http://hdl.handle.net/1822/38305.
    Publicado
  38. Sérgio Moro; Paulo Cortez; Paulo Rita; Moro, S.; Cortez, P.; Rita, P.. "Business intelligence in banking: A literature analysis from 2002 to 2013 using Text Mining and latent Dirichlet allocation". Sem título 42 1 (2015): 1-10. http://hdl.handle.net/1822/38304.
    Publicado • 10.1016/j.eswa.2014.09.024
  39. Rifai, A.I.; Hadiwardoyo, S.P.; Correia, A.G.; Pereira, P.; Cortez, P.. "The data mining applied for the prediction of highway roughness due to overloaded trucks". International Journal of Technology 6 5 (2015): 751-761. http://www.scopus.com/inward/record.url?eid=2-s2.0-84954184122&partnerID=MN8TOARS.
    10.14716/ijtech.v6i5.1186
  40. Parente, M.; Cortez, P.; Gomes Correia, A.; Manuel Parente; Paulo Cortez; António Gomes Correia. "An evolutionary multi-objective optimization system for earthworks". Expert Systems with Applications 42 19 (2015): 6674-6685. http://www.scopus.com/inward/record.url?eid=2-s2.0-84930042715&partnerID=MN8TOARS.
    Publicado • 10.1016/j.eswa.2015.04.051
  41. Cortez, P.; Santos, M.F.. "Recent advances on knowledge discovery and business intelligence". Expert Systems 32 3 (2015): 433-434. http://www.scopus.com/inward/record.url?eid=2-s2.0-84930788580&partnerID=MN8TOARS.
    10.1111/exsy.12087
  42. Afsar, P.; Cortez, P.; Santos, H.; Palwasha Afsar; Paulo Cortez; Henrique Santos. "Automatic visual detection of human behavior: A review from 2000 to 2014". Expert Systems with Applications 42 20 (2015): 6935-6956. http://www.scopus.com/inward/record.url?eid=2-s2.0-84930638830&partnerID=MN8TOARS.
    Publicado • 10.1016/j.eswa.2015.05.023
  43. Freitas, E.; Tinoco, J.; Soares, F.; Costa, J.; Cortez, P.; Pereira, P.. "Modelling Tyre-Road Noise with Data Mining Techniques". Archives of Acoustics 40 4 (2015): 547-560. http://www.scopus.com/inward/record.url?eid=2-s2.0-84955295001&partnerID=MN8TOARS.
    10.1515/aoa-2015-0054
  44. Laureano, R.M.S.; Caetano, N.; Cortez, P.. "Predicting inpatient length of stay in a Portuguese hospital using the CRISP-DM methodology,Previsão de tempos de internamento num hospital português: Aplicação da metodologia CRISP-DM". RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao 13 (2014): 83-98. http://www.scopus.com/inward/record.url?eid=2-s2.0-85035088395&partnerID=MN8TOARS.
    10.4304/risti.13.83-98
  45. Cortez, P.; Donate, J.P.. "Global and decomposition evolutionary support vector machine approaches for time series forecasting". Neural Computing and Applications 25 5 (2014): 1053-1062. http://www.scopus.com/inward/record.url?eid=2-s2.0-84907707520&partnerID=MN8TOARS.
    10.1007/s00521-014-1593-1
  46. Tinoco, J.; Gomes Correia, A.; Cortez, P.. "Support vector machines applied to uniaxial compressive strength prediction of jet grouting columns". Computers and Geotechnics 55 (2014): 132-140. http://www.scopus.com/inward/record.url?eid=2-s2.0-84884335176&partnerID=MN8TOARS.
    10.1016/j.compgeo.2013.08.010
  47. Tinoco, J.; Correia, A.G.; Cortez, P.. "A novel approach to predicting Young's modulus of jet grouting laboratory formulations over time using data mining techniques". Engineering Geology 169 (2014): 50-60. http://www.scopus.com/inward/record.url?eid=2-s2.0-84890210809&partnerID=MN8TOARS.
    10.1016/j.enggeo.2013.11.015
  48. Llargues Asensio, J.M.; Peralta, J.; Arrabales, R.; Bedia, M.G.; Cortez, P.; Peña, A.L.. "Artificial Intelligence approaches for the generation and assessment of believable human-like behaviour in virtual characters". Expert Systems with Applications 41 16 (2014): 7281-7290. http://www.scopus.com/inward/record.url?eid=2-s2.0-84904152941&partnerID=MN8TOARS.
    10.1016/j.eswa.2014.05.004
  49. Peralta Donate, J.; Cortez, P.. "Evolutionary optimization of sparsely connected and time-lagged neural networks for time series forecasting". Applied Soft Computing Journal 23 (2014): 432-443. http://www.scopus.com/inward/record.url?eid=2-s2.0-84905499189&partnerID=MN8TOARS.
    10.1016/j.asoc.2014.06.041
  50. Moro, S.; Cortez, P.; Rita, P.. "Using customer lifetime value and neural networks to improve the prediction of bank deposit subscription in telemarketing campaigns". Neural Computing and Applications 26 1 (2014): 131-139. http://www.scopus.com/inward/record.url?eid=2-s2.0-84921918758&partnerID=MN8TOARS.
    10.1007/s00521-014-1703-0
  51. Moro, S.; Cortez, P.; Rita, P.. "A data-driven approach to predict the success of bank telemarketing". Decision Support Systems 62 (2014): 22-31. http://www.scopus.com/inward/record.url?eid=2-s2.0-84900534741&partnerID=MN8TOARS.
    10.1016/j.dss.2014.03.001
  52. Juan Peralta, Donate; Paulo, Cortez; Germán Gutiérrez, Sánchez; Araceli Sanchis, de Miguel; Donate, J.P.; Cortez, P.; Sánchez, G.G.; De Miguel, A.S.. "Time series forecasting using a weighted cross-validation evolutionary artificial neural network ensemble". Neurocomputing 109 1 (2013): 27-32. http://hdl.handle.net/1822/24678.
    Publicado • 10.1016/j.neucom.2012.02.053
  53. Oliveira, Nuno; Cortez, Paulo; Areal, Nelson. "Some experiments on modeling stock market behavior using investor sentiment analysis and posting volume from twitter". Proceedings of the 3rd Internationa Conference on Web Intelligence, Mining and Semantics (WIMS’13) article no (2013): 1-10. http://hdl.handle.net/1822/26786.
    Publicado
  54. Tinoco, J. and Gomes Correia, A. and Cortez, P.; Tinoco, J.; Correia, A.G.; Cortez, P.. "Data-driven models for uniaxial compressive strength prediction applied to unseen data". Sem título 1 (2013): 1-10. http://hdl.handle.net/1822/31407.
    Publicado
  55. Sergio Jurado; Juan Peralta; Àngela Nebot; Francisco Mugica; Paulo Cortez. "Short-term Electric Load Forecasting Using Computational Intelligence Methods". Sem título 1 (2013): 1-10. http://hdl.handle.net/1822/31409.
    Publicado
  56. Štepnicka, M.; Cortez, P.; Donate, J.P.; Štepnicková, L.; Martin, Stepnicka; Paulo, Cortez; Juan Peralta, Donate; Lenka, Stepnickova. "Forecasting seasonal time series with computational intelligence: On recent methods and the potential of their combinations". Expert Systems with Applications 40 6 (2013): 1981-1992. http://www.scopus.com/inward/record.url?eid=2-s2.0-84872836165&partnerID=MN8TOARS.
    Publicado • 10.1016/j.eswa.2012.10.001
  57. Sousa, P.; Cortez, P.; Vaz, R.; Rocha, M.; Rio, M.. "Email spam detection: A symbiotic feature selection approach fostered by evolutionary computation". International Journal of Information Technology and Decision Making 12 4 (2013): 863-884. http://www.scopus.com/inward/record.url?eid=2-s2.0-84882738506&partnerID=MN8TOARS.
    10.1142/S0219622013500326
  58. Cortez, P.; Santos, M.F.; Cortez, Paulo; Santos, Manuel Filipe. "Knowledge discovery and business intelligence". Expert Systems 30 4 (2013): 283-284. http://www.scopus.com/inward/record.url?eid=2-s2.0-84883829751&partnerID=MN8TOARS.
    Publicado • 10.1111/exsy.12042
  59. Gomes Correia, A.; Cortez, P.; Tinoco, J.; Marques, R.. "Artificial intelligence applications in transportation geotechnics". Geotechnical and Geological Engineering 31 3 (2013): 861-879. http://www.scopus.com/inward/record.url?eid=2-s2.0-84898493805&partnerID=MN8TOARS.
    10.1007/s10706-012-9585-3
  60. Cortez, P.; Embrechts, M.J.. "Using sensitivity analysis and visualization techniques to open black box data mining models". Information Sciences 225 (2013): 1-17. http://www.scopus.com/inward/record.url?eid=2-s2.0-84871386793&partnerID=MN8TOARS.
    10.1016/j.ins.2012.10.039
  61. Joaquim, Tinoco; António Gomes, Correia; Paulo, Cortez. "Previsão do Comportamento Mecânico de Formulações Laboratoriais de Solo-Cimento para Colunas de Jet Grouting com recurso a Máquina de Vetores de Suporte". Revista Engenharia Civil 42 1 (2012): 43-55. http://hdl.handle.net/1822/21193.
    Publicado
  62. Cortez, P.; Rio, M.; Rocha, M.; Sousa, P.. "Multi-scale Internet traffic forecasting using neural networks and time series methods". Expert Systems 29 2 (2012): 143-155. http://www.scopus.com/inward/record.url?eid=2-s2.0-84875986861&partnerID=MN8TOARS.
    10.1111/j.1468-0394.2010.00568.x
  63. Lopes, Clotilde; Cortez, Paulo; Sousa, Pedro; Rocha, Miguel; Rio, Miguel. "Symbiotic filtering for spam email detection". Expert Systems with Applications 38 8 (2011): 9365-9372. http://dx.doi.org/10.1016/j.eswa.2011.01.174.
    10.1016/j.eswa.2011.01.174
  64. Rocha, Miguel; Sousa, Pedro; Cortez, Paulo; Rio, Miguel. "Quality of Service constrained routing optimization using Evolutionary Computation". Applied Soft Computing 11 1 (2011): 356-364. http://dx.doi.org/10.1016/j.asoc.2009.11.026.
    10.1016/j.asoc.2009.11.026
  65. Cortez, Paulo; Rio, Miguel; Rocha, Miguel; Sousa, Pedro. "Multiscale Internet Traffic Forecasting using Neural Networks and Time Series Methods". Expert Systems 1 (2011): 1-10. http://hdl.handle.net/1822/14482.
    Publicado
  66. Tinoco, J.; Gomes Correia, A.; Cortez, P.. "Application of data mining techniques in the estimation of the uniaxial compressive strength of jet grouting columns over time". Construction and Building Materials 25 3 (2011): 1257-1262. http://www.scopus.com/inward/record.url?eid=2-s2.0-78650249179&partnerID=MN8TOARS.
    10.1016/j.conbuildmat.2010.09.027
  67. Miranda, T.; Correia, A.G.; Santos, M.; Ribeiro e Sousa, L.; Cortez, P.. "New models for strength and deformability parameter calculation in rock masses using data-mining techniques". International Journal of Geomechanics 11 1 (2010): 44-58. http://www.scopus.com/inward/record.url?eid=2-s2.0-78651485244&partnerID=MN8TOARS.
    10.1061/(ASCE)GM.1943-5622.0000071
  68. Cortez, P.; Cerdeira, A.; Almeida, F.; Matos, T.; Reis, J.. "Modeling wine preferences by data mining from physicochemical properties". Decision Support Systems 47 4 (2009): 547-553. http://www.scopus.com/inward/record.url?eid=2-s2.0-72049084727&partnerID=MN8TOARS.
    10.1016/j.dss.2009.05.016
  69. Silva, A.; Cortez, P.; Santos, M.F.; Gomes, L.; Neves, J.. "Rating organ failure via adverse events using data mining in the intensive care unit". Artificial Intelligence in Medicine 43 3 (2008): 179-193. http://www.scopus.com/inward/record.url?eid=2-s2.0-46549086460&partnerID=MN8TOARS.
    10.1016/j.artmed.2008.03.010
  70. Pedro Sousa; Miguel Rocha; Miguel Rio; Cortez, Paulo Alexandre Ribeiro; Sousa, P.; Rocha, M.; Rio, M.; Cortez, P.. "Automatic Provisioning of QoS Aware OSPF Configurations". Journal of Networks (JNW), Academy Publisher 2 2 (2007): 1-10. http://hdl.handle.net/1822/6619.
    Publicado
  71. Miguel Rocha; Cortez, Paulo Alexandre Ribeiro; José Maia Neves; Rocha, M.; Cortez, P.; Neves, J.. "Evolution of Neural Networks for Classification and Regression". Neurocomputing, Elsevier 70 70 (2007): 2809-2816. http://www.scopus.com/inward/record.url?eid=2-s2.0-34548180859&partnerID=MN8TOARS.
    Publicado • 10.1016/j.neucom.2006.05.023
  72. Duque, Duarte; Santos, Henrique; Cortez, Paulo, 1971-. "Previsão de Eventos Anormais em Sistemas de Vídeo-Vigilância". Actas do Simpósio Doutoral em Inteligência Artificial 1 (2007): 165-174. http://hdl.handle.net/1822/18440.
    Publicado
  73. Á. Silva; Cortez, Paulo Alexandre Ribeiro; M. F. Santos; José Maia Neves; L. Gomes; Silva, A.; Cortez, P.; et al. "Mortality assessment in intensive care units via adverse events using artificial neural networks". Artificial Intelligence in Medicine, Elsevier 36 3 (2006): 223-234. http://hdl.handle.net/1822/5412.
    Publicado • 10.1016/j.artmed.2005.07.006
  74. Ramos, J.A.; Bugalho, M.N.; Cortez, P.; Iason, G.R.. "Selection of trees for rubbing by red and roe deer in forest plantations". Forest Ecology and Management 222 1-3 (2006): 39-45. http://www.scopus.com/inward/record.url?eid=2-s2.0-31444453507&partnerID=MN8TOARS.
    10.1016/j.foreco.2005.10.017
  75. Cortez, P.; Portelinha, M.; Rodrigues, S.; Cadavez, V.; Teixeira, A.; Cortez, Paulo Alexandre Ribeiro; M. Portelinha; et al. "Lamb meat quality assessment by Support Vector Machines". Neural Processing Letters 24 1 (2006): 41-51. http://www.scopus.com/inward/record.url?eid=2-s2.0-33748876037&partnerID=MN8TOARS.
    Publicado • 10.1007/s11063-006-9009-6
  76. Portelinha, Manuel; Cortez, Paulo, 1971-; Rodrigues, Sandra; Cadavez, Vasco; Teixeira, Alfredo. "Previsão da Tenrura da Carne de Cordeiro via Redes Neuronais Artificiais e Análise de Sensibilidade". Actas da 6ª Conferência da Associação Portuguesa de Sistemas de Informação (CAPSI) 1 (2005): 1-10.
    Publicado
  77. Gago, P.; Santos, M.F.; Silva, A.; Cortez, P.; Neves, J.; Gomes, L.. "INTCare: A knowledge discovery based intelligent decision support system for intensive care medicine". Journal of Decision Systems 14 3 (2005): 241-259. http://www.scopus.com/inward/record.url?eid=2-s2.0-84963673624&partnerID=MN8TOARS.
    10.3166/jds.14.241-259
  78. Miguel Rocha; Cortez, Paulo Alexandre Ribeiro; José Maia Neves. "Evolutionary Neural Network Learning Algorithms for Changing Environments". WSEAS Transactions on Systems 3 2 (2004): 596-601. http://hdl.handle.net/1822/426.
    Publicado
  79. Cortez, P.; Rocha, M.; Neves, J.. "Evolving time series forecasting ARMA models". Journal of Heuristics 10 4 (2004): 415-429. http://www.scopus.com/inward/record.url?eid=2-s2.0-3142742672&partnerID=MN8TOARS.
    10.1023/B:HEUR.0000034714.09838.1e
  80. Cortez, Paulo Alexandre Ribeiro; Miguel Rocha; José Maia Neves. "A Lamarckian Approach for Neural Network Training.". Neural Processing Letters, Kluwer 2 15 (2002): 105-116. http://hdl.handle.net/1822/353.
    Publicado • 10.1023/A:1015259001150
Capítulo de livro
  1. Rui Ribeiro; André Pilastri; Hugo Carvalho; Arthur Matta; Pedro José Pereira; Pedro Rocha; Marcelo Alves; Paulo Cortez. "An Intelligent Decision Support System for Production Planning in Garments Industry". 378-386. Springer International Publishing, 2021.
    10.1007/978-3-030-91608-4_37
  2. Luís Ferreira; André Pilastri; Vítor Sousa; Filipe Romano; Paulo Cortez. "Prediction of Maintenance Equipment Failures Using Automated Machine Learning". 2021.
    10.1007/978-3-030-91608-4_26
  3. Gabriel Coelho; Pedro Pereira; Luis Matos; Alexandrine Ribeiro; Eduardo C. Nunes; André Ferreira; Paulo Cortez; André Pilastri. "Deep Dense and Convolutional Autoencoders for Machine Acoustic Anomaly Detection". 337-348. Springer International Publishing, 2021.
    10.1007/978-3-030-79150-6_27
  4. António João Silva; Paulo Cortez. "An Automated Machine Learning Approach for Predicting Chemical Laboratory Material Consumption". 105-116. Springer International Publishing, 2021.
    10.1007/978-3-030-79150-6_9
  5. Rui Ribeiro; André Pilastri; Carla Moura; Filipe Rodrigues; Rita Rocha; José Morgado; Paulo Cortez. "Predicting Physical Properties of Woven Fabrics via Automated Machine Learning and Textile Design and Finishing Features". 244-255. Springer International Publishing, 2020.
    10.1007/978-3-030-49186-4_21
  6. António João Silva; Paulo Cortez; André Pilastri. "Chemical Laboratories 4.0: A Two-Stage Machine Learning System for Predicting the Arrival of Samples". 232-243. Springer International Publishing, 2020.
    10.1007/978-3-030-49186-4_20
  7. Oliveira, N.; Cortez, P.; Areal, N.. "Sentiment analysis of stock market behavior from twitter using the R tool". 223-240. 2016.
  8. Cortez, P.. "Data Mining with Multilayer Perceptrons and Support Vector Machines". In Sem título. 2012.
    10.1007/978-3-642-23242-8_2
  9. Silva, Alvaro. "Multiple organ failure diagnosis using adverse events and neural networks". In Enterprise Information Systems VI, 127-134. 2006.
    10.1007/1-4020-3675-2_15
  10. Cortez, P.; Rocha, M.; Neves, J.. "Time series forecasting by evolutionary neural networks". In Enterprise Information Systems VI. 2005.
    10.4018/978-1-59140-902-1.ch003
Livro
  1. Ferreira, L.; Pilastri, A.; Martins, C.; Santos, P.; Cortez, P.. A Scalable and Automated Machine Learning Framework to Support Risk Management. 2021.
    10.1007/978-3-030-71158-0_14
  2. Modern Optimization with R. Springer. 2021.
    Publicado
  3. Caetano, N.; Cortez, P.; Laureano, R.M.. Using data mining for prediction of hospital length of stay: An application of the CRISP-DM methodology. 2015.
    10.1007/978-3-319-22348-3_9
  4. Parente, M.; Cortez, P.; Correia, A.G.. Combining data mining and evolutionary computation for multi-criteria optimization of earthworks. 2015.
    10.1007/978-3-319-15892-1_35
  5. Gomes Correia, A.; Parente, M.; Cortez, P.. Earthwork optimization system for sustainable highway construction. 2015.
    10.3233/978-1-61499-599-9-121
  6. Pereira, V.; Sousa, P.; Cortez, P.; Rio, M.; Rocha, M.. Robust optimization of intradomain routing using Evolutionary Algorithms. 2013.
    10.1007/978-3-319-00551-5_25
  7. Cortez, P.; Donate, J.P.. Evolutionary support vector machines for time series forecasting. 2012.
    10.1007/978-3-642-33266-1_65
  8. Duque, D.; Santos, H.; Cortez, P.. The OBSERVER: An intelligent and automated video surveillance system. 2006.
  9. Neves, J.; Cortez, P.; Rocha, M.; Abelha, A.; MacHado, J.; Alves, V.; Basto, S.; Botelho, H.. A unified framework for data modeling on medical information systems. 1999.
    10.3233/978-1-60750-912-7-68
Relatório
  1. Paulo Cortez. 2015. A tutorial on using the rminer R package for data mining tasks.
    10.21814/1822.36210

Outros

Outra produção
  1. DATA MINING no GUIDE TERRASSEMENTS. 2007. Marques, Rui Filipe Pedreira; António Gomes Correia; Cortez, Paulo Alexandre Ribeiro.
Atividades

Orientação

Título / Tema
Papel desempenhado
Curso (Tipo)
Instituição / Organização
2006 - Atual Supervised 10 PhD thesis in the areas of Business Analytics and Information Systems, currently he is supervising 9 PhD thesis. Also supervised 48 MSc Thesis in the areas of Business Analytics and Information Systems.
Orientador
PhD and MSc (Doutoramento)
Universidade do Minho - Campus de Azurém, Portugal

Júri de grau académico

Tema
Tipo de participação
Nome do candidato (Tipo de grau)
Instituição / Organização
2020 External Examiner of 13 Portuguese PhD thesis (area of Information Systems/Computer Science) and 6 foreign PhD thesis (e.g., Australia, Spain). Since 2013 to 2022.
Arguente principal
Several candidates. (Doutoramento)

Arbitragem científica em revista

Nome da revista (ISSN) Editora
2017/04 - Atual Decision Support Systems (0167-9236) Elsevier
2013/07 - Atual Expert Systems (1468-0394) Wiley (Blackwell Publishing)
2008/01/01 - 2008/08/01 Neural Processing Letters (indexed in ISI) Springer

Comissão de avaliação

Descrição da atividade
Tipo de assessoria
Instituição / Organização Entidade financiadora
2013 - 2022/02 Evaluator of 82 R&D project proposals and reports from of R&D projects submitted to 30 competitive financing programs submitted to the scientific agencies of the ministries of science and research of the countries : Canada, Cyprus, France, Israel, Italy, Kazakhstan, Poland, Portugal, Romania and The Netherlands.

Membro de associação

Nome da associação Tipo de participação
2021/07 - Atual ACM Senior Member
2011/10 - Atual Association for Computing Machinery (ACM). Professional Member
2007/09 - 2008/08 European Neural Network Society (ENNS)

Membro de comissão

Descrição da atividade
Tipo de participação
Instituição / Organização
2002 - Atual Program Committee/Scientific Committee member of 221 scientific conferences, including: CORE A* - ACM VLDB 2018, IJCAI 2022-21; CORE A -¿ EMNLP 2019, ICONIP 2017, IDA 2016-17-18-19-20, 13 IEEE IJCNN editions (e.g., 2020, 2019), 9 IEEE FUZZ editions (e.g., 2018), PAKDD 2009, ECML/PKDD 2006; CORE B ¿ - KES 2017-18-19-20, ICANN 2007-14-18-19, IFSA-SCIS 2017, VECPAR 2016.

Outro júri / avaliação

Descrição da atividade Instituição / Organização
2003 - Atual Peer reviewer of more than 200 articles submitted to 59 journals (most indexed with ISI JCR or Scimago SJR), including Journal of Machine Learning Research, Information Sciences, Knowledge and Information Systems, IEEE Transactions on Neural Networks and Learning Systems, IEEE Transactions on Knowledge and Data Engineering.
2013 - 2022/02 Jury member of 5 international open positions for Assistant Professor (Universities of Porto, Coimbra, ISCTE-IUL, NOVA Information management School), in the areas of Data Science, Information Systems, Compute Science and Robotics.
Distinções

Prémio

2021 Best Paper Award of 21th Int. Conf. on Computational Science and its Applications (ICCSA 2021)
2021 Best Paper Award of 22nd Int. Conf. on Intelligent Data Engineering and Automated Learning (IDEAL 2021)
2018 Co-supervisor of PhD thesis that received the INFI-FEBRABAN Award for the best Brazilian PhD thesis in the domain of Banking

Outra distinção

2021 Top 2% world influential researcher (according to Scopus citations)
2017 Co-author of best 2017 article of the Economics and Management School of U. Minho
2015 Best Paper Award of the 17th Conference on Artificial Intelligence (EPIA 2015), (Springer LNCS, ISI Web of Science, Scopus), September, 2015 (selected among 81 EPIA papers from 18 countries)
2014 5th place (among 67 international teams) in Microsoft Power Business Intelligence (BI) Demo Contest, supervision of a BI team of 3 MSc students.
2011 Third place (in a total of 14 teams) in the 1st International Competition of Time Series Forecasting
Kaggle, Estados Unidos
2009 ISI Web of Science (WoS) Highly Cited Paper for the article "Modeling wine preferences by data mining from physicochemical properties" (DSS journal)
Clarivate Analytics Inc, Estados Unidos
2008 Steffen Schwarz Award - best paper of the 15th European Concurrent Engineering Conference/5th Future Business Technology Conference (ECEC-FUBUTEC'2008, selected among 52 papers)
1994 Student of Merit Award (Prémio de Mérito Escolar)
1993 Student of Merit Award (Prémio de Mérito Escolar)