Paulo Alexandre Ribeiro Cortez
Paulo Alexandre Ribeiro Cortez-
From 2019 to Present
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At ALGORITMI
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Academic Degree
Dr Habil (Agregação)
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Current Position
Associate Professor with Habilitation (Professor Associado com Agregação) at Escola de Engenharia da Universidade do Minho
Personal Webpage
Personal E-mail
ORCID
Researcher ID
A-2674-2008
FCT Public Key
J0033946zMVP
DeGóis
7556188874709717
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Paulo Cortez (Habilitation, PhD) is Associate Professor (with tenure) at the Department of Information Systems, University of Minho. He is also assistant director of the ALGORITMI R&D centre and coordinator of its Information Systems and Technologies (IST) research group, and member of its Intelligent Data Systems (IDS) lab, with interests
in the fields of: Business Intelligence: Data Science, Data Mining, Decision Support Systems and Forecasting; and Artificial Intelligence (AI): Neural Networks; Evolutionary Algorithms and AI Applications.He is co-author of more than 173 indexed (e.g., ISI, Scopus) publications in international peer reviewed journals (e.g., Journal of Heuristics, Decision Support Systems, Neurocomputing, Information Sciences, Applied Soft Computing) and conferences (e.g., IEEE IJCNN, IEEE CIDM, ACM GECCO). He has a total of 6373 Google Scholar citations (h-index of 36) and 3035 Scopus citations (without self-citations, h-index of 25).He he has participated in 35 R&D projects and has supervised 2 Postdoctoral works, 8 PhD thesis, 43 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 ERA CORE, with JCR) and Expert Systems (with JCR), and was formerly Associate Editor of Neural Processing Letters (with JCR). From 2012 to 2015, he was Vice-president of the Portuguese Association for Artificial Intelligence (www.appia.pt). He was also evaluator of 61 R&D project proposals and reports from the Scientific National entities of Cyprus, France, Israel, Netherlands, Poland, Portugal, Romania and Kazakhstan: 2013-2018. 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: VLDB 2018 (ERA CORE A*), ICONIP 2017 (ERA CORE A), IEEE IJCNN 2017 (ERA CORE A), ECAI2010 (ERA CORE A).
- Preface.Correia, A.G.; Cortez, P.; Tinoco, J.; Lamas, L.Springer Series in Geomechanics and Geoengineering2020
ALGORITMI Members
- Combining Artificial Neural Networks and Genetic Algorithms for Rock Cuttings Slopes Stability Condition Identification.Tinoco, J.; Gomes Correia, A.; Cortez, P.; Toll, D.Springer Series in Geomechanics and Geoengineering2020
ALGORITMI Members
- Using Deep Learning for Mobile Marketing User Conversion Prediction.Matos, L.M.; Cortez, P.; Mendes, R.; Moreau, A.Proceedings of the International Joint Conference on Neural Networks2019
- A Categorical Clustering of Publishers for Mobile Performance Marketing.Silva, S.; Cortez, P.; Mendes, R.; Pereira, P.J.; Matos, L.M.; Garcia, L&Advances in Intelligent Systems and Computing2019
- Twitter user geolocation using web country noun searches.Zola, P.; Cortez, P.; Carpita, M.Decision Support Systems2019
ALGORITMI Members
- A text mining and topic modelling perspective of ethnic marketing research.Moro, S.; Pires, G.; Rita, P.; Cortez, P.Journal of Business Research2019
- A deep learning classifier for sentence classification in biomedical and computer science abstracts.Gon?alves, S.; Cortez, P.; Moro, S.Neural Computing and Applications2019
ALGORITMI Members
- Social Media Cross-Source and Cross-Domain Sentiment Classification.Zola, P.; Cortez, P.; Ragno, C.; Brentari, E.International Journal of Information Technology and Decision Making2019
ALGORITMI Members
- A Machine Learning Approach to Detect Violent Behaviour from Video.Nova, D.; Ferreira, A.; Cortez, P.Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST2019
ALGORITMI Members
- Using Neuroevolution for Predicting Mobile Marketing Conversion.Pereira, P.J.; Pinto, P.; Mendes, R.; Cortez, P.; Moreau, A.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2019
- Research trends on Big Data in Marketing: A text mining and topic modeling based literature analysis.Amado, A.; Cortez, P.; Rita, P.; Moro, S.European Research on Management and Business Economics2018
- A deep learning approach for sentence classification of scientific abstracts.Gon?alves, S.; Cortez, P.; Moro, S.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2018
- Stability Condition Identification of Rock and Soil Cutting Slopes Based on Soft Computing.Tinoco, J.; Gomes Correia, A.; Cortez, P.; Toll, D.G.Journal of Computing in Civil Engineering2018
- Erratum: Stability Condition Identification of Rock and Soil Cutting Slopes Based on Soft Computing (Journal of Computing in Civil Engineering DOI: 10.1061/(ASCE)CP.1943-5487&.Tinoco, J.; Gomes Correia, A.; Cortez, P.; Toll, D.G.Journal of Computing in Civil Engineering2018
ALGORITMI Members
- Data-Driven Model for Stability Condition Prediction of Soil Embankments Based on Visual Data Features.Tinoco, J.; Gomes Correia, A.; Cortez, P.; Toll, D.G.Journal of Computing in Civil Engineering2018
ALGORITMI Members
- A Comparison of Data-Driven Approaches for Mobile Marketing User Conversion Prediction.Matos, L.M.; Cortez, P.; Mendes, R.; Moreau, A.9th International Conference on Intelligent Systems 2018: Theory, Research and Innovation in Applications, IS 2018 - Proceedings2018
- A cross-cultural case study of consumers' communications about a new technological product.Moro, S.; Pires, G.; Rita, P.; Cortez, P.Journal of Business Research2018
- Jet grouting column diameter prediction based on a data-driven approach.Tinoco, J.; Gomes Correia, A.; Cortez, P.European Journal of Environmental and Civil Engineering2018
- Automatic human trajectory destination prediction from video.Afsar, P.; Cortez, P.; Santos, H.Expert Systems with Applications2018
ALGORITMI Members
- Fourth special issue on knowledge discovery and business intelligence.Cortez, P.; Santos, M.F.Expert Systems2018
- Unveiling the features of successful eBay smartphone sellers.Silva, A.T.; Moro, S.; Rita, P.; Cortez, P.Journal of Retailing and Consumer Services2018
ALGORITMI Members
- Insights from a text mining survey on Expert Systems research from 2000 to 2016.Cortez, P.; Moro, S.; Rita, P.; King, D.; Hall, J.Expert Systems2018
ALGORITMI Members
- A divide-and-conquer strategy using feature relevance and expert knowledge for enhancing a data mining approach to bank telemarketing.Moro, S.; Cortez, P.; Rita, P.Expert Systems2018
- Comparing univariate techniques for tender price index forecasting: Box-Jenkins and neural network model.Oshodi, O.S.; Ejohwomu, O.A.; Famakin, I.O.; Cortez, P.Construction Economics and Building2017
ALGORITMI Members
- A framework for increasing the value of predictive data-driven models by enriching problem domain characterization with novel features.Moro, S.; Cortez, P.; Rita, P.Neural Computing and Applications2017
- Data-driven classification approaches for stability condition prediction of soil cutting slopes.Tinoco, J.; Correia, A.G.; Cortez, P.; Toll, D.ICSMGE 2017 - 19th International Conference on Soil Mechanics and Geotechnical Engineering2017
ALGORITMI Members
- Prediction of surface distress using neural networks.Hamdi; Hadiwardoyo, S.P.; Correia, A.G.; Pereira, P.; Cortez, P.AIP Conference Proceedings2017
ALGORITMI Members
- Forecasting store foot traffic using facial recognition, time series and support vector machines.Cortez, P.; Matos, L.M.; Pereira, P.J.; Santos, N.; Duque, D.Advances in Intelligent Systems and Computing2017
- Multi-objective learning of neural network time series prediction intervals.Pereira, P.J.; Cortez, P.; Mendes, R.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2017
- Human skeleton detection from semi-constrained environment video.Afsar, P.; Cortez, P.; Santos, H.VISIGRAPP 2017 - Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications2017
- Mining rational team concert repositories: A case study on a software project.Cunha, P.; Ferreira, A.; Cortez, P.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2017
ALGORITMI Members
- The impact of microblogging data for stock market prediction: Using Twitter to predict returns, volatility, trading volume and survey sentiment indices.Oliveira, N.; Cortez, P.; Areal, N.Expert Systems with Applications2017
ALGORITMI Members
- A text mining approach to analyzing Annals literature.Moro, S.; Rita, P.; Cortez, P.Annals of Tourism Research2017
- Third special issue on knowledge discovery and business intelligence.Cortez, P.; Santos, M.F.Expert Systems2017
- A framework for improving routing configurations using multi-objective optimization mechanisms.Sousa, P.; Pereira, V.; Cortez, P.; Rio, M.; Rocha, M.Journal of Communications Software and Systems2016
- Measuring user influence in financial microblogs: Experiments using StockTwits data.Cortez, P.; Oliveira, N.; Ferreira, J.P.ACM International Conference Proceeding Series2016
ALGORITMI Members
- Using data mining algorithms to predict the bond strength of NSM FRP systems in concrete.Coelho, M.R.F.; Sena-Cruz, J.M.; Neves, L.A.C.; Pereira, M.; Cortez, PConstruction and Building Materials2016
ALGORITMI Members
- Stock market sentiment lexicon acquisition using microblogging data and statistical measures.Oliveira, N.; Cortez, P.; Areal, N.Decision Support Systems2016
ALGORITMI Members
- Metaheuristics, Data Mining and Geographic Information Systems for Earthworks Equipment Allocation.Parente, M.; Correia, A.G.; Cortez, P.Procedia Engineering2016
ALGORITMI Members
- Sentiment analysis of stock market behavior from twitter using the R tool.Oliveira, N.; Cortez, P.; Areal, N.Text Mining and Visualization: Case Studies Using Open-Source Tools2016
ALGORITMI Members
- A Novel Integrated Optimization System for Earthwork Tasks.Parente, M.; Correia, A.G.; Cortez, P.Transportation Research Procedia2016
ALGORITMI Members
- Automatic human action recognition from video using Hidden Markov Model.Afsar, P.; Cortez, P.; Santos, H.Proceedings - IEEE 18th International Conference on Computational Science and Engineering, CSE 20152015
- Using data mining for prediction of hospital length of stay: An application of the CRISP-DM methodology.Caetano, N.; Cortez, P.; Laureano, R.M.Lecture Notes in Business Information Processing2015
ALGORITMI Members
- The data mining applied for the prediction of highway roughness due to overloaded trucks.Rifai, A.I.; Hadiwardoyo, S.P.; Correia, A.G.; Pereira, P.; Cortez, P.International Journal of Technology2015
ALGORITMI Members
- Modelling Tyre-Road Noise with Data Mining Techniques.Freitas, E.; Tinoco, J.; Soares, F.; Costa, J.; Cortez, P.; Pereira, P.Archives of Acoustics2015
- Recent advances on knowledge discovery and business intelligence.Cortez, P.; Santos, M.F.Expert Systems2015
- Comparison of single and multi-objective evolutionary algorithms for robust link-state routing.Pereira, V.; Sousa, P.; Cortez, P.; Rio, M.; Rocha, M.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2015
- An evolutionary multi-objective optimization system for earthworks.Parente, M.; Cortez, P.; Gomes Correia, A.Expert Systems with Applications2015
ALGORITMI Members
- Automatic visual detection of human behavior: A review from 2000 to 2014.Afsar, P.; Cortez, P.; Santos, H.Expert Systems with Applications2015
- Combining data mining and evolutionary computation for multi-criteria optimization of earthworks.Parente, M.; Cortez, P.; Correia, A.G.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2015
ALGORITMI Members
- Modern optimization in earthwork construction.Parente, M.; Correia, A.G.; Cortez, P.Geotechnical Engineering for Infrastructure and Development - Proceedings of the XVI European Conference on Soil Mechanics and Geotechnical Engineering, ECSMGE 20152015
ALGORITMI Members
- Earthwork optimization system for sustainable highway construction.Gomes Correia, A.; Parente, M.; Cortez, P.Geotechnical Synergy in Buenos Aires 20152015
ALGORITMI Members
- Business intelligence in banking: A literature analysis from 2002 to 2013 using text mining and latent Dirichlet allocation.Moro, S.; Cortez, P.; Rita, P.Expert Systems with Applications2015
- A proactive intelligent decision support system for predicting the popularity of online news.Fernandes, K.; Vinagre, P.; Cortez, P.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2015
ALGORITMI Members
- Automatic creation of stock market lexicons for sentiment analysis using stocktwits data.Oliveira, N.; Cortez, P.; Areal, N.ACM International Conference Proceeding Series2014
ALGORITMI Members
- Support vector machines applied to uniaxial compressive strength prediction of jet grouting columns.Tinoco, J.; Gomes Correia, A.; Cortez, P.Computers and Geotechnics2014
- Use of DM techniques in earthworks management: A case study.Parente, M.; Correia, A.G.; Cortez, P.Geotechnical Special Publication2014
- Evolutionary optimization of sparsely connected and time-lagged neural networks for time series forecasting.Peralta Donate, J.; Cortez, P.Applied Soft Computing Journal2014
ALGORITMI Members
- A data-driven approach to predict the success of bank telemarketing.Moro, S.; Cortez, P.; Rita, P.Decision Support Systems2014
- Artificial Intelligence approaches for the generation and assessment of believable human-like behaviour in virtual characters.Llargues Asensio, J.M.; Peralta, J.; Arrabales, R.; Bedia, M.G.; Cortez, P.; Pe&Expert Systems with Applications2014
ALGORITMI Members
- 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.Laureano, R.M.S.; Caetano, N.; Cortez, P.RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao2014
ALGORITMI Members
- A novel approach to predicting Young's modulus of jet grouting laboratory formulations over time using data mining techniques.Tinoco, J.; Correia, A.G.; Cortez, P.Engineering Geology2014
- Global and decomposition evolutionary support vector machine approaches for time series forecasting.Cortez, P.; Donate, J.P.Neural Computing and Applications2014
ALGORITMI Members
- A data-driven approach to predict hospital length of stay a portuguese case study.Caetano, N.; Laureano, R.M.S.; Cortez, P.ICEIS 2014 - Proceedings of the 16th International Conference on Enterprise Information Systems2014
ALGORITMI Members
- Evolving Artificial Neural Networks applied to generate virtual characters.Asensio, J.M.L.; Donate, J.P.; Cortez, P.IEEE Conference on Computatonal Intelligence and Games, CIG2014
ALGORITMI Members
- Using customer lifetime value and neural networks to improve the prediction of bank deposit subscription in telemarketing campaigns.Moro, S.; Cortez, P.; Rita, P.Neural Computing and Applications2014
ALGORITMI Members
- Data-driven models for Uniaxial Compressive Strength prediction applied to unseen data.Tinoco, J.; Correia, A.G.; Cortez, P.Modelling and Simulation 2013 - European Simulation and Modelling Conference, ESM 20132013
- Short-term electric load forecasting using computational intelligence methods.Jurado, S.; Peralta, J.; Nebot, A.; Mugica, F.; Cortez, P.IEEE International Conference on Fuzzy Systems2013
ALGORITMI Members
- Some experiments on modeling stock market behavior using investor sentiment analysis and posting volume from twitter.Oliveira, N.; Cortez, P.; Areal, N.ACM International Conference Proceeding Series2013
ALGORITMI Members
- Time series forecasting using a weighted cross-validation evolutionary artificial neural network ensemble.Donate, J.P.; Cortez, P.; S\'anchez, G.G.; De Miguel, A.S.Neurocomputing2013
ALGORITMI Members
- Email spam detection: A symbiotic feature selection approach fostered by evolutionary computation.Sousa, P.; Cortez, P.; Vaz, R.; Rocha, M.; Rio, M.International Journal of Information Technology and Decision Making2013
- Forecasting seasonal time series with computational intelligence: On recent methods and the potential of their combinations.?t?pni?ka, M.; Cortez, P.; Donate, J.P.; ?t?pni?kov\'a, L.Expert Systems with Applications2013
ALGORITMI Members
- Artificial intelligence applications in transportation geotechnics.Gomes Correia, A.; Cortez, P.; Tinoco, J.; Marques, R.Geotechnical and Geological Engineering2013
- On the predictability of stock market behavior using StockTwits sentiment and posting volume.Oliveira, N.; Cortez, P.; Areal, N.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2013
ALGORITMI Members
- Robust optimization of intradomain routing using Evolutionary Algorithms.Pereira, V.; Sousa, P.; Cortez, P.; Rio, M.; Rocha, M.Advances in Intelligent Systems and Computing2013
- Using sensitivity analysis and visualization techniques to open black box data mining models.Cortez, P.; Embrechts, M.J.Information Sciences2013
ALGORITMI Members
- A framework for robust traffic engineering using evolutionary computation.Pereira, V.; Rocha, M.; Cortez, P.; Rio, M.; Sousa, P.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2013
- Using data mining to study the impact of topology characteristics on the performance of wireless mesh networks.Cal?ada, T.; Cortez, P.; Ricardo, M.IEEE Wireless Communications and Networking Conference, WCNC2012
ALGORITMI Members
- Multi-scale Internet traffic forecasting using neural networks and time series methods.Cortez, P.; Rio, M.; Rocha, M.; Sousa, P.Expert Systems2012
ALGORITMI Members
- Evolutionary support vector machines for time series forecasting.Cortez, P.; Donate, J.P.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2012
ALGORITMI Members
- Jet grouting mechanicals properties prediction using data mining techniques.Tinoco, J.; Correia, A.G.; Cortez, P.Geotechnical Special Publication2012
- Evolutionary symbiotic feature selection for email spam detection.Cortez, P.; Vaz, R.; Rocha, M.; Rio, M.; Sousa, P.ICINCO 2012 - Proceedings of the 9th International Conference on Informatics in Control, Automation and Robotics2012
- Jet grouting deformability modulus prediction using data mining tools.Tinoco, J.; Gomes Correia, A.; Cortez, P.Advances in Transportation Geotechnics II - Proceedings of the 2nd International Conference on Transportation Geotechnics, ICTG 20122012
- Evolving sparsely connected neural networks for multi-step ahead forecasting.Peralta Donate, J.; Cortez, P.; Sanchis De Miguel, A.; Gutierrez Sanchez, G.Genetic and Evolutionary Computation Conference, GECCO'11 - Companion Publication2011
ALGORITMI Members
- Preface.Yu, P.S.; Fan, W.; Nejdl, W.; Chen, L.; Sun, A.; Simovici, D.; BProceedings - IEEE International Conference on Data Mining, ICDM2011
ALGORITMI Members
- Traffic engineering approaches using multicriteria optimization techniques.Sousa, P.; Cortez, P.; Rio, M.; Rocha, M.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2011
- Multiobjective evolutionary algorithms for intradomain routing optimization.Rocha, M.; Sa, T.; Sousa, P.; Cortez, P.; Rio, M.2011 IEEE Congress of Evolutionary Computation, CEC 20112011
- Opening black box Data Mining models using Sensitivity Analysis.Cortez, P.; Embrechts, M.J.IEEE SSCI 2011: Symposium Series on Computational Intelligence - CIDM 2011: 2011 IEEE Symposium on Computational Intelligence and Data Mining2011
ALGORITMI Members
- A data mining approach for predicting jet grouting geomechanical parameters.Tinoco, J.; Correia, A.G.; Cortez, P.Geotechnical Special Publication2011
- Application of data mining techniques in the estimation of mechanical properties of Jet Grouting laboratory formulations over time.Tinoco, J.; Correia, A.G.; Cortez, P.Advances in Intelligent and Soft Computing2011
- Using data mining for bank direct marketing: An application of the CRISP-DM methodology.Moro, S.; Laureano, R.M.S.; Cortez, P.ESM 2011 - 2011 European Simulation and Modelling Conference: Modelling and Simulation 20112011
- Symbiotic filtering for spam email detection.Lopes, C.; Cortez, P.; Sousa, P.; Rocha, M.; Rio, M.Expert Systems with Applications2011
- Forecasting seasonal time series with computational intelligence: Contribution of a combination of distinct methods.?tepnicka, M.; Peralta, J.; Cortez, P.; Vavr\'ickov\'a, L.; Gutierrez, G.Proceedings of the 7th Conference of the European Society for Fuzzy Logic and Technology, EUSFLAT 2011 and French Days on Fuzzy Logic and Applications, LFA 20112011
ALGORITMI Members
- UNI-AXIAL compressive strength prediction of jet grouting columns using support vector machines.Tinoco, J.; Correia, A.G.; Cortez, P.ESM 2011 - 2011 European Simulation and Modelling Conference: Modelling and Simulation 20112011
- Weighted cross-validation evolving artificial neural networks to forecast time series.Donate, J.P.; Cortez, P.; Sanchez, G.G.; De Miguel, A.S.Advances in Intelligent and Soft Computing2011
ALGORITMI Members
- Quality of Service constrained routing optimization using Evolutionary Computation.Rocha, M.; Sousa, P.; Cortez, P.; Rio, M.Applied Soft Computing Journal2011
- Evolving time-lagged feedforward neural networks for time series forecasting.Peralta Donate, J.; Cortez, P.; Gutierrez Sanchez, G.; Sanchis De Miguel, A.Genetic and Evolutionary Computation Conference, GECCO'11 - Companion Publication2011
ALGORITMI Members
- Application of data mining techniques in the estimation of the uniaxial compressive strength of jet grouting columns over time.Tinoco, J.; Gomes Correia, A.; Cortez, P.Construction and Building Materials2011
- Using data mining techniques to predict deformability properties of jet grouting laboratory formulations over time.Tinoco, J.; Gomes Correia, A.; Cortez, P.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2011
- New models for strength and deformability parameter calculation in rock masses using data-mining techniques.Miranda, T.; Correia, A.G.; Santos, M.; Ribeiro e Sousa, L.; Cortez, P.International Journal of Geomechanics2010
- Spam email filtering using network-level properties.Cortez, P.; Correia, A.; Sousa, P.; Rocha, M.; Rio, M.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2010
- A collaborative approach for spam detection.Sousa, P.; Machado, A.; Rocha, M.; Cortez, P.; Rio, M.Proceedings - 2nd International Conference on Evolving Internet, Internet 2010, 1st International Conference on Access Networks, Services and Technologies, Access 20102010
- Using multiple regression, neural networks and support vector machines to predict lamb carcasses composition.Silva, F.; Cortez, P.; Cadavez, V.6th International Conference on Simulation and Modelling in the Food and Bio-Industry 2010, FOODSIM 20102010
ALGORITMI Members
- A data mining approach for jet grouting uniaxial compressive strength prediction.Tinoco, J.; Correia, A.G.; Cortez, P.2009 World Congress on Nature and Biologically Inspired Computing, NABIC 2009 - Proceedings2009
- Data mining applied to compaction of geomaterials.Marques, R.; Gomes Correia, A.; Cortez, P.Bearing Capacity of Roads, Railways and Airfields - Proceedings of the 8th International Conference on the Bearing Capacity of Roads, Railways and Airfields2009
ALGORITMI Members
- Modeling wine preferences by data mining from physicochemical properties.Cortez, P.; Cerdeira, A.; Almeida, F.; Matos, T.; Reis, J.Decision Support Systems2009
ALGORITMI Members
- An intelligent alarm management system for large-scale telecommunication companies.Costa, R.; Cachulo, N.; Cortez, P.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2009
ALGORITMI Members
- Symbiotic Data Mining for personalized spam filtering.Cortez, P.; Lopes, C.; Sousa, P.; Rocha, M.; Rio, M.Proceedings - 2009 IEEE/WIC/ACM International Conference on Web Intelligence, WI 20092009
- Using data mining for wine quality assessment.Cortez, P.; Teixeira, J.; Cerdeira, A.; Almeida, F.; Matos, T.; Reis, J.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2009
ALGORITMI Members
- Multiconstrained optimization of networks with multicast and unicast traffic.Sousa, P.; Rocha, M.; Cortez, P.; Rio, M.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2008
- An intelligent decision support system for bridge safety assessment based on Data Mining models.Santos, M.F.; Quintela, H.; Cortez, P.; Almeida, J.O.WIT Transactions on Information and Communication Technologies2008
- Forecasting internet traffic by neural networks under univariate and multivariate strategies.Cortez, P.; Rio, M.; Sousa, P.; Rocha, M.Artificial Neural Networks and Intelligent Information Processing - Proc. 4th Int. Workshop on Artificial Neural Networks and Intelligent Information Processing, ANNIIP 2008; ICINCO 20082008
- Using data mining to predict secondary school student performance.Cortez, P.; Silva, A.15th European Concurrent Engineering Conference 2008, ECEC 2008 - 5th Future Business Technology Conference, FUBUTEC 20082008
ALGORITMI Members
- Rating organ failure via adverse events using data mining in the intensive care unit.Silva, A.; Cortez, P.; Santos, M.F.; Gomes, L.; Neves, J.Artificial Intelligence in Medicine2008
- An evolutionary algorithm for unicast/ multicast traffic engineering.Rocha, M.; Sousa, P.; Cortez, P.; Rio, M.ICINCO 2008 - Proceedings of the 5th International Conference on Informatics in Control, Automation and Robotics2008
- Automatic provisioning of QoS aware OSPF configurations.Sousa, P.; Rocha, M.; Rio, M.; Cortez, P.Journal of Networks2007
- Class-based OSPF traffic engineering inspired on evolutionary computation.Sousa, P.; Rocha, M.; Rio, M.; Cortez, P.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2007
- Alternative models for the calculation of the RMR and Q indexes for granite rock masses.Miranda, T.; Gomes Correia, A.; Nogueira, I.; Santos, M.F.; Cortez, P.; Ribeiro E Sousa&coApplications of Computational Mechanics in Geotechnical Engineering - Proceedings of the 5th International Workshop on Applications of Computational Mechanics in Geotechnical Engineering2007
- Evolution of neural networks for classification and regression.Rocha, M.; Cortez, P.; Neves, J.Neurocomputing2007
- Prediction of abnormal behaviors for intelligent video surveillance systems.Duque, D.; Santos, H.; Cortez, P.2007
- Topology aware internet traffic forecasting using neural networks.Cortez, P.; Rio, M.; Sousa, P.; Rocha, M.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2007
- Real-time intelligent decision support system for bridges structures behavior prediction.Qu\'intela, H.; Santos, M.F.; Cortez, P.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2007
- Evolutionary computation for quality of service internet routing optimization.Rocha, M.; Sousa, P.; Cortez, P.; Rio, M.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2007
- Internet traffic forecasting using neural networks.Cortez, P.; Rio, M.; Rocha, M.; Sousa, P.IEEE International Conference on Neural Networks - Conference Proceedings2006
- Lamb meat quality assessment by Support Vector Machines.Cortez, P.; Portelinha, M.; Rodrigues, S.; Cadavez, V.; Teixeira, A.Neural Processing Letters2006
ALGORITMI Members
- Mortality assessment in intensive care units via adverse events using artificial neural networks.Silva, A.; Cortez, P.; Santos, M.F.; Gomes, L.; Neves, J.Artificial Intelligence in Medicine2006
- QoS constrained internet routing with evolutionary algorithms.Rocha, M.; Sousa, P.; Rio, M.; Cortez, P.2006 IEEE Congress on Evolutionary Computation, CEC 20062006
- Strength of corroded tapered plate girders under pure shear.Cruz, P.J.S.; Lourenco, L.; Santos, M.; Quintela, H.; Cortez, P.Proceedings of the 3rd International Conference on Bridge Maintenance, Safety and Management - Bridge Maintenance, Safety, Management, Life-Cycle Performance and Cost2006
- The OBSERVER: An intelligent and automated video surveillance system.Duque, D.; Santos, H.; Cortez, P.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2006
- Selection of trees for rubbing by red and roe deer in forest plantations.Ramos, J.A.; Bugalho, M.N.; Cortez, P.; Iason, G.R.Forest Ecology and Management2006
ALGORITMI Members
- Corporate bankruptcy prediction using data mining techniques.Santos, M.F.; Cortez, P.; Pereira, J.; Quintela, H.WIT Transactions on Information and Communication Technologies2006
- Efficient OSPF weight allocation for intra-domain QoS optimization.Sousa, P.; Rocha, M.; Rio, M.; Cortez, P.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2006
- Simultaneous evolution of neural network topologies and weights for classification and regression.Rocha, M.; Cortez, P.; Neves, J.Lecture Notes in Computer Science2005
- Moving object detection unaffected by cast shadows, highlights and ghosts.Duque, D.; Santos, H.; Cortez, P.2005
- Time series forecasting by evolutionary neural networks.Cortez, P.; Rocha, M.; Neves, J.Artificial Neural Networks in Real-Life Applications2005
- Lamb meat tenderness prediction using neural networks and sensitivity analysis.Cortez, P.; Portelinha, M.; Rodrigues, S.; Cadavez, V.; Teixeira, A.2005 European Simulation and Modelling Conference, ESM 2005 - Proceedings2005
ALGORITMI Members
- INTCare: A knowledge discovery based intelligent decision support system for intensive care medicine.Gago, P.; Santos, M.F.; Silva, A.; Cortez, P.; Neves, J.; Gomes, L.Journal of Decision Systems2005
- 2004
- Multiple organ failure diagnosis using adverse events and neural networks.Silva, ?.; Cortez, P.; Santos, M.; Gomes, L.; Neves, J.ICEIS 2004 - Proceedings of the Sixth International Conference on Enterprise Information Systems2004
- Evolutionary neural network learning.Rocha, M.; Cortez, P.; Neves, J.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2003
- A lamarckian approach for neural network training.Cortez, P.; Rocha, M.; Neves, J.Neural Processing Letters2002
- Particle swarms for feedforward neural network training.Mendes, R.; Cortez, P.; Rocha, M.; Neves, J.Proceedings of the International Joint Conference on Neural Networks2002
- Sitting guests at a wedding party: Experiments on genetic and evolutionary constrained optimization.Rocha, M.; Mendes, R.; Cortez, P.; Neves, J.Proceedings of the IEEE Conference on Evolutionary Computation, ICEC2001
- Genetic and evolutionary algorithms for time series forecasting.Cortez, P.; Rocha, M.; Neves, J.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2001
- Viewing scheduling problems through Genetic and Evolutionary Algorithms.Rocha, M.; Vilela, C.; Cortez, P.; Neves, J.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)2000
- A unified framework for data modeling on medical information systems.Neves, J.; Cortez, P.; Rocha, M.; Abelha, A.; MacHado, J.; Alves, V.; BastoStudies in Health Technology and Informatics1999
- Artificial neural network - genetic based approach for time series forecasting.Neves, Jose; Cortez, PauloProceedings of the Brazilian Symposium on Neural Networks, SBRN1997
- Neural network based time series forecasting system.Cortez, Paulo; Rocha, Miguel; Machado, Jose; Neves, JoseIEEE International Conference on Neural Networks - Conference Proceedings1995
From 2010 to 2018
At ALGORITMIAcademic DegreeDr Habil (Agregação)PositionAssociate Professor with Habilitation (Professor Associado com Agregação) at Escola de Engenharia da Universidade do Minho
| Year | Supervision | Co-Supervision |
|---|---|---|
| 2018 |
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| 2017 |
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| 2015 |
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