| Book |
- Gama, J.; Abreu, P.H.; Jorge, A.M.; Soares, C.; Ribeiro, R.P.; Larrañaga, P.; Japkowicz, N.; et al. Preface. 2026.
- Gama, J.; Abreu, P.H.; Jorge, A.M.; Soares, C.; Ribeiro, R.P.; Larrañaga, P.; Japkowicz, N.; et al. Preface. 2026.
- Ribeiro, R.P.; Japkowicz, N.; Jorge, A.M.; Soares, C.; Abreu, P.H.; Pfahringer, B.; Gama, J.; et al. Preface. 2026.
- Gama, J.; Abreu, P.H.; Jorge, A.M.; Soares, C.; Ribeiro, R.P.; Larrañaga, P.; Japkowicz, N.; et al. Preface. 2026.
- Gama, J.; Abreu, P.H.; Jorge, A.M.; Soares, C.; Ribeiro, R.P.; Larrañaga, P.; Japkowicz, N.; et al. Preface. 2026.
- Gama, J.; Abreu, P.H.; Jorge, A.M.; Soares, C.; Ribeiro, R.P.; Larrañaga, P.; Japkowicz, N.; et al. Preface. 2026.
- Gama, J.; Abreu, P.H.; Jorge, A.M.; Soares, C.; Ribeiro, R.P.; Larrañaga, P.; Japkowicz, N.; et al. Preface. 2026.
- Gama, J.; Abreu, P.H.; Jorge, A.M.; Soares, C.; Ribeiro, R.P.; Larrañaga, P.; Japkowicz, N.; et al. Preface. 2026.
- Gama, J.; Abreu, P.H.; Jorge, A.M.; Soares, C.; Ribeiro, R.P.; Larrañaga, P.; Japkowicz, N.; et al. Preface. 2026.
- Santos, M.F.; Machado, J.; Novais, P.; Cortez, P.; Moreira, P.M.. Preface. 2025.
- Santos, M.F.; Machado, J.; Novais, P.; Cortez, P.; Moreira, P.M.. Preface. 2025.
- Santos, M.F.; Machado, J.; Novais, P.; Cortez, P.; Moreira, P.M.. Preface. 2025.
- Loureiro, C.; Pereira, P.J.; Cortez, P.; Guimarães, P.; Moreira, C.; Pinho, A.. Predicting Multiple Domain Queue Waiting Time via Machine Learning. 2023.
10.1007/978-3-031-36805-9_27
- Soares, D.; Pereira, P.J.; Cortez, P.; Gonçalves, C.. A Comparison of Automated Machine Learning Tools for Predicting Energy Building Consumption in Smart Cities. 2023.
10.1007/978-3-031-49008-8_25
- Carvalho, H.S.; Pilastri, A.; Matta, A.; Matos, L.M.; Novais, R.; Cortez, P.. An Intelligent Decision Support System for Road Freight Transport. 2022.
10.1007/978-3-031-21753-1_15
- Fontes, G.; Matos, L.M.; Matta, A.; Pilastri, A.; Cortez, P.. An Empirical Study on Anomaly Detection Algorithms for Extremely Imbalanced Datasets. 2022.
10.1007/978-3-031-08333-4_7
- Santos, L.; Matos, L.M.; Ferreira, L.; Alves, P.; Viana, M.; Pilastri, A.; Cortez, P.. A Sequence to Sequence Long Short-Term Memory Network for Footwear Sales Forecasting. 2022.
10.1007/978-3-031-21753-1_45
- Pereira, P.J.; Costa, N.; Barros, M.; Cortez, P.; Durães, D.; Silva, A.; Machado, J.. A Comparison of Automated Time Series Forecasting Tools for Smart Cities. 2022.
10.1007/978-3-031-16474-3_45
- Galvão, J.; Ribeiro, D.; Machado, I.; Ferreira, F.; Gonçalves, J.; Faria, R.; Moreira, G.; et al. Bosch’s Industry 4.0 Advanced Data Analytics: Historical and Predictive Data Integration for Decision Support. 2022.
10.1007/978-3-031-05760-1_34
- Silva, A.J.; Cortez, P.. An Industry 4.0 Intelligent Decision Support System for Analytical Laboratories. 2022.
10.1007/978-3-031-08337-2_14
- Sousa, A.; Ferreira, L.; Ribeiro, R.; Xavier, J.; Pilastri, A.; Cortez, P.. Production Time Prediction for Contract Manufacturing Industries Using Automated Machine Learning. 2022.
10.1007/978-3-031-08337-2_22
- 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
- Cortez, Paulo. Modern Optimization with R. Springer International Publishing. 2021.
10.1007/978-3-030-72819-9
- Matos, L.M.; Domingues, A.; Moreira, G.; Cortez, P.; Pilastri, A.. A Comparison of Machine Learning Approaches for Predicting In-Car Display Production Quality. 2021.
10.1007/978-3-030-91608-4_1
- Ribeiro, D.; Matos, L.M.; Cortez, P.; Moreira, G.; Pilastri, A.. A Comparison of Anomaly Detection Methods for Industrial Screw Tightening. 2021.
10.1007/978-3-030-86960-1_34
- Pereira, P.J.; Pereira, A.; Cortez, P.; Pilastri, A.. A Comparison of Machine Learning Methods for Extremely Unbalanced Industrial Quality Data. 2021.
10.1007/978-3-030-86230-5_44
- Zola, P.; Cortez, P.; Tesconi, M.. Using Google Trends, Gaussian Mixture Models and DBSCAN for the Estimation of Twitter User Home Location. 2020.
10.1007/978-3-030-58814-4_38
- Matos, L.M.; Cortez, P.; Mendes, R.C.; Moreau, A.. Using deep learning for ordinal classification of mobile marketing user conversion. 2019.
10.1007/978-3-030-33607-3_7
- Tinoco, J.; Correia, A.G.; Cortez, P.; Toll, D.. Artificial Neural Networks for Rock and Soil Cutting Slopes Stability Condition Prediction. 2019.
10.1007/978-3-030-02032-3_10
- 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
- Gomes Correia, A.; Parente, M.; Cortez, P.. Earthwork optimization system for sustainable highway construction. 2015.
10.3233/978-1-61499-599-9-121
- Cortez, P.; Donate, J.P.. Evolutionary support vector machines for time series forecasting. 2012.
10.1007/978-3-642-33266-1_65
- Duque, D.; Santos, H.; Cortez, P.. The OBSERVER: An intelligent and automated video surveillance system. 2006.
10.1007/11867586_81
- 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
|
| Book chapter |
- Cláudia Afonso; Arthur Matta; Luís Miguel Matos; Miguel Bastos Gomes; Antonina Santos; André Pilastri; Paulo Cortez. "Machine Learning for Predicting Production Disruptions in the Wood-Based Panels Industry: A Demonstration Case". 2023.
10.1007/978-3-031-34107-6_27
- 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
- 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
- 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
- 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
- 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
- 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
- Oliveira, N.; Cortez, P.; Areal, N.. "Sentiment analysis of stock market behavior from twitter using the R tool". 223-240. 2016.
- Cortez, P.. "Data Mining with Multilayer Perceptrons and Support Vector Machines". In Sem título. 2012.
10.1007/978-3-642-23242-8_2
- 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
|
| Conference paper |
- Cortez, Paulo. "Evolutionary Prompting: Automating Large Language Model Queries for Machine Learning Task Identification using Grammatical Evolution". Paper presented in IEEE 2026 International Conference on Evolutionary Computation (CEC), 2026.
- Cortez, Paulo. "An eXtended Genetic Algorithm with Heuristics for the Flexible Job Shop Scheduling Problem". Paper presented in IEEE 2026 International Conference on Evolutionary Computation (CEC), 2026.
In press
- Cortez, Paulo. "ARGUS: A Large Language Model Reasoning System for Machine Learning Task Identification". Paper presented in 2026 ACM/SIGAPP Symposium on Applied Computing (SAC 2026), 2026.
Published
- Cortez, Paulo. "MedESM: Improving Clinical Note Readability with a Lightweight Structured Summarization Language Model". Paper presented in Proceedings of IEEE 37th International Conference on Tools with Artificial Intelligence (ICTAI), 2025.
- Guilherme Barbosa; Pedro Pereira; Vasco Abelha; Rui Mendes; Paulo Cortez. "A Dijkstra Seeded Evolutionary Multiobjective Optimization System for a Sustainable User Multimodal Transport Routing". Paper presented in ACM GECCO, 2025.
Published • 10.1145/3712256.3726363
- Teixeira, H.; Matta, A.; Pilastri, A.; Ferreira, L.; Pereira, P.; Gonçalves, C.; Cortez, P.. "A Data Drift Approach to Update Deployed Energy Prediction Machine Learning Models". 2025.
10.1007/978-3-031-73503-5_13
- Pereira, P.J.; Costa, N.; Mestre, P.; Cortez, P.. "A Benchmark of Automated Multivariate Time Series Forecasting Tools for Smart Cities". 2025.
10.1007/978-3-031-73503-5_12
- Lopes, F.; Soares, C.; Cortez, P.. "PrivateCTGAN: Adapting GAN for Privacy-Aware Tabular Data Sharing". 2025.
10.1007/978-3-031-74627-7_12
- Matta, A.; Matos, L.M.; Pilastri, A.; Silva, J.M.; Gomes, M.B.; Cortez, P.. "Ahead of Time Prediction of Decorated Particleboard Production Disruptions and Defects Using Single and Multi-Target AutoML". 2024.
10.1016/j.procs.2024.09.633
- Fernandes, E.; Moro, S.; Cortez, P.. "Towards a News Recommendation System to increase Reader Engagement through Newsletter Content Personalization". 2024.
10.1016/j.procs.2024.06.165
- Pedro José Pereira; Carlos Gonçalves; Lara Lopes Nunes; Paulo Cortez; André Pilastri. "AI4CITY - An Automated Machine Learning Platform for Smart Cities". 2023.
10.1145/3555776.3578740
- Ferreira, L.; Silva, L.; Pinho, D.; Morais, F.; Martins, C.M.; Pires, P.M.; Fidalgo, P.; et al. "A federated machine learning approach to detect international revenue share fraud on the 5G edge". 2022.
10.1145/3477314.3507322
- Fernandes, C.; Matos, L.M.; Folgado, D.; Nunes, M.L.; Pereira, J.R.; Pilastri, A.; Cortez, P.. "A Deep Learning Approach to Prevent Problematic Movements of Industrial Workers Based on Inertial Sensors". 2022.
10.1109/IJCNN55064.2022.9892409
- Azevedo, J.; Ribeiro, R.; Matos, L.M.; Sousa, R.; Silva, J.P.; Pilastri, A.; Cortez, P.. "Predicting Yarn Breaks in Textile Fabrics: A Machine Learning Approach". 2022.
10.1016/j.procs.2022.09.289
- Macedo, L.; Matos, L.M.; Cortez, P.; Domingues, A.; Moreira, G.; Pilastri, A.. "A Machine Learning Approach for Spare Parts Lifetime Estimation". 2022.
10.5220/0010903800003116
- Ferreira, L.; Pilastri, A.; Martins, C.M.; Pires, P.M.; Cortez, P.. "A Comparison of AutoML Tools for Machine Learning, Deep Learning and XGBoost". 2021.
10.1109/IJCNN52387.2021.9534091
- Pereira, P.J.; Coelho, G.; Ribeiro, A.; Matos, L.M.; Nunes, E.C.; Ferreira, A.; Pilastri, A.; Cortez, P.. "Using deep autoencoders for in-vehicle audio anomaly detection". 2021.
10.1016/j.procs.2021.08.031
- Ribeiro, R.; Pilastri, A.; Moura, C.; Rodrigues, F.; Rocha, R.; Cortez, P.. "Predicting the tear strength of woven fabrics via automated machine learning: An application of the CRISP-DM methodology". 2020.
- Ferreira, L.; Pilastri, A.; Martins, C.; Santos, P.; Cortez, P.. "An automated and distributed machine learning framework for telecommunications risk management". 2020.
- Fernandes, G.; Oliveira, N.; Cortez, P.; Mendes, R.. "A realistic scooter rebalancing system via metaheuristics". 2020.
10.1145/3377929.3389905
- 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
- Matos, L.M.; Cortez, P.; Mendes, R.; Moreau, A.. "Using Deep Learning for Mobile Marketing User Conversion Prediction". 2019.
10.1109/IJCNN.2019.8851888
- 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
- Tinoco, J.; Correia, A.G.; Cortez, P.; Toll, D.. "Artificial neural networks for soil embankments stability condition identification,Réseaux de neurones artificiels pour l'identification des conditions de stabilité des remblais de sol". 2019.
10.32075/17ECSMGE-2019-0605
- 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
- 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
- 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
- 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
- Tinoco, J.; Correia, A.G.; Cortez, P.; Toll, D.. "Data-driven classification approaches for stability condition prediction of soil cutting slopes". 2017.
- Afsar, P.; Cortez, P.; Santos, H.. "Human skeleton detection from semi-constrained environment video". 2017.
- Hamdi; Hadiwardoyo, S.P.; Correia, A.G.; Pereira, P.; Cortez, P.. "Prediction of surface distress using neural networks". 2017.
10.1063/1.4985502
- 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
- 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
- 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
- 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
- Cortez, P.; Oliveira, N.; Ferreira, J.P.. "Measuring user influence in financial microblogs: Experiments using StockTwits data". 2016.
10.1145/2912845.2912860
- Parente, M.; Correia, A.G.; Cortez, P.. "A Novel Integrated Optimization System for Earthwork Tasks". 2016.
10.1016/j.trpro.2016.05.428
- 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.
Published • 10.1007/978-3-319-15892-1_39
- Manuel Parente; António Gomes Correia; Paulo Cortez; Parente, M.; Cortez, P.; Correia, A.G.. "Combining Data Mining and Evolutionary Computation for Multi-Criteria Optimization of Earthworks". 2015.
Published • 10.1007/978-3-319-15892-1_35
- 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
- Parente, M.; Correia, A.G.; Cortez, P.. "Modern optimization in earthwork construction". 2015.
- 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
- 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.
Published • 10.1109/CIG.2014.6932862
- Parente, M.; Correia, A.G.; Cortez, P.. "Use of DM techniques in earthworks management: A case study". 2014.
10.1061/9780784478523.001
- Oliveira, N.; Cortez, P.; Areal, N.; Oliveira, Nuno; Cortez, Paulo; Areal, Nelson; N. Oliveira; Paulo Cortez; Nelson Areal. "Automatic creation of stock market lexicons for sentiment analysis using stocktwits data". 2014.
Published • 10.1145/2628194.2628235
- Caetano, N.; Laureano, R.M.S.; Cortez, P.; N. Caetano; R. Laureano; Paulo Cortez. "A data-driven approach to predict hospital length of stay a portuguese case study". 2014.
Published
- Vitor Pereira; Pedro Sousa; Paulo Cortez; Miguel Rio; Miguel Rocha; Pereira, V.; Sousa, P.; et al. "Robust optimization of intradomain routing using evolutionary algorithms". 2013.
Published • 10.1007/978-3-319-00551-5_25
- 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
- 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
- Gama, J.; May, M.; Marques, N.; Cortez, P.; Ferreira, C.A.; Magalhães, L.; Branco, P.; et al. "Preface". 2013.
10.1017/CBO9780511983788.001
- 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.
Published • 10.1109/WCNC.2012.6214062
- Sérgio, Moro; Raul, Laureano; Paulo, Cortez. "Enhancing Bank Direct Marketing through Data Mining". 2012.
Published
- Joaquim, Tinoco; António Gomes, Correia; Tinoco, J.; Correia, A.G.; Cortez, P.. "Jet Grouting Mechanicals Properties Prediction using Data Mining Techniques". 2012.
Published • 10.1061/9780784412350.0183
- 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.
Published
- Tinoco, J.; Gomes Correia, A.; Cortez, P.; Joaquim, Tinoco; António Gomes, Correia; Paulo, Cortez. "Jet grouting deformability modulus prediction using data mining tools". 2012.
Published
- 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.
Published
- Moro, Sérgio; Laureano, Raul; Cortez, Paulo; Moro, S.; Laureano, R.M.S.; Cortez, P.. "Using Data Mining for Bank Direct Marketing: An Application of the CRISP-DM Methodology". 2011.
Published
- Sousa, P.; Cortez, P.; Rio, M.; Rocha, M.. "Traffic engineering approaches using multicriteria optimization techniques". 2011.
10.1007/978-3-642-21560-5_9
- 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
- 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
- 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.
10.1007/978-3-642-20505-7_25
- Tinoco, J.; Correia, A.G.; Cortez, P.. "UNI-AXIAL compressive strength prediction of jet grouting columns using support vector machines". 2011.
- Cortez, P.; Embrechts, M.J.. "Opening black box Data Mining models using Sensitivity Analysis". 2011.
10.1109/CIDM.2011.5949423
- Rocha, M.; Sa, T.; Sousa, P.; Cortez, P.; Rio, M.. "Multiobjective evolutionary algorithms for intradomain routing optimization". 2011.
10.1109/CEC.2011.5949897
- 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
- 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.
- 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
- Tinoco, J.; Correia, A.G.; Cortez, P.. "A data mining approach for predicting jet grouting geomechanical parameters". 2011.
10.1061/47634(413)13
- Yu, P.S.; Fan, W.; Nejdl, W.; Chen, L.; Sun, A.; Simovici, D.; Baralis, E.; et al. "Preface". 2011.
10.1109/ICDMW.2011.193
- 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
- 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
- Sousa, P.; Machado, A.; Rocha, M.; Cortez, P.; Rio, M.. "A collaborative approach for spam detection". 2010.
10.1109/INTERNET.2010.25
- 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
- Silva, F.; Cortez, P.; Cadavez, V.. "Using multiple regression, neural networks and support vector machines to predict lamb carcasses composition". 2010.
- 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
- 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
- Marques, R.; Gomes Correia, A.; Cortez, P.. "Data mining applied to compaction of geomaterials". 2009.
- Cortez, P.; Lopes, C.; Sousa, P.; Rocha, M.; Rio, M.. "Symbiotic Data Mining for personalized spam filtering". 2009.
10.1109/WI-IAT.2009.30
- Tinoco, J.; Correia, A.G.; Cortez, P.. "A data mining approach for jet grouting uniaxial compressive strength prediction". 2009.
10.1109/NABIC.2009.5393401
- 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
- Rocha, M.; Sousa, P.; Cortez, P.; Rio, M.. "An evolutionary algorithm for unicast/ multicast traffic engineering". 2008.
- Cortez, P.; Rio, M.; Sousa, P.; Rocha, M.. "Forecasting internet traffic by neural networks under univariate and multivariate strategies". 2008.
- 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
- Cortez, P.; Silva, A.. "Using data mining to predict secondary school student performance". 2008.
- Quíntela, H.; Santos, M.F.; Cortez, P.. "Real-time intelligent decision support system for bridges structures behavior prediction". 2007.
10.1007/978-3-540-77002-2_11
- Sousa, P.; Rocha, M.; Rio, M.; Cortez, P.. "Class-based OSPF traffic engineering inspired on evolutionary computation". 2007.
10.1007/978-3-540-72697-5_12
- Cortez, P.; Rio, M.; Sousa, P.; Rocha, M.. "Topology aware internet traffic forecasting using neural networks". 2007.
10.1007/978-3-540-74695-9_46
- 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
- Duque, D.; Santos, H.; Cortez, P.. "Prediction of abnormal behaviors for intelligent video surveillance systems". 2007.
10.1109/CIDM.2007.368897
- 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.
- Sousa, P.; Rocha, M.; Rio, M.; Cortez, P.. "Efficient OSPF weight allocation for intra-domain QoS optimization". 2006.
10.1007/11908852_4
- Duque, D.; Santos, H.; Cortez, P.. "N-ary trees classifier". 2006.
- Cruz, P.J.S.; Lourenco, L.; Santos, M.; Quintela, H.; Cortez, P.. "Strength of corroded tapered plate girders under pure shear". 2006.
- Rocha, M.; Sousa, P.; Rio, M.; Cortez, P.. "QoS constrained internet routing with evolutionary algorithms". 2006.
- Santos, M.F.; Cortez, P.; Pereira, J.; Quintela, H.. "Corporate bankruptcy prediction using data mining techniques". 2006.
10.2495/DATA060351
- Cortez, P.; Rio, M.; Rocha, M.; Sousa, P.. "Internet traffic forecasting using neural networks". 2006.
- Manuel Filipe Santos; Cortez, Paulo Alexandre Ribeiro; Hélder Quintela; Filipe Pinto. "A Clustering Approach for Knowledge Discovery in Database Marketing". Paper presented in Sixth International Conference on Data Mining, Skiathos, 2005.
Published
- Pinto, Filipe; Santos, Manuel Filipe; Cortez, Paulo, 1971-; Quintela, Hélder. "Data preparation for marketing database creation: a case study". 2005.
Published
- Duque, D.; Santos, H.; Cortez, P.; Cortez, Paulo Alexandre Ribeiro; Duarte Duque; Henrique Santos. "Moving object detection unaffected by cast shadows, highlights and ghosts". Paper presented in International Conference on Image Processing, Génova, 2005.
Published • 10.1109/ICIP.2005.1530416
- Cortez, P.; Portelinha, M.; Rodrigues, S.; Cadavez, V.; Teixeira, A.. "Lamb meat tenderness prediction using neural networks and sensitivity analysis". 2005.
- Rocha, M.; Cortez, P.; Neves, J.. "Simultaneous evolution of neural network topologies and weights for classification and regression". 2005.
- Silva, Á.; Cortez, P.; Santos, M.; Gomes, L.; Neves, J.; Silva, Alvaro. "Multiple organ failure diagnosis using adverse events and neural networks". 2004.
10.1007/1-4020-3675-2_15
- Silva, A.; Cortez, P.; Santos, M.F.V.T.; Gomes, L.; Neves, J.. "Organ Failure Diagnosis by Artificial Neural Networks". Paper presented in Third IASTED International Conference on Artificial Intelligence and Applications, Málaga, 2003.
Published
- Rocha, M.; Cortez, P.; Neves, J.. "Evolutionary neural network learning". 2003.
- Mendes, R.; Cortez, P.; Rocha, M.; Neves, J.. "Particle swarms for feedforward neural network training". 2002.
- Cortez, P.; Rocha, M.; Neves, J.. "Genetic and evolutionary algorithms for time series forecasting". 2001.
10.1007/3-540-45517-5_44
- Rocha, M.; Mendes, R.; Cortez, P.; Neves, J.. "Sitting guests at a wedding party: Experiments on genetic and evolutionary constrained optimization". 2001.
- Rocha, M.; Vilela, C.; Cortez, P.; Neves, J.. "Viewing scheduling problems through Genetic and Evolutionary Algorithms". 2000.
10.1007/3-540-45591-4_83
- 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". Paper presented in XV International Congress of the European Federation for Medical Informatics (MIE-99), Ljubljana, 1999.
Published
- Rocha, Miguel; Cortez, Paulo, 1971-; Mendes, Rui; Neves, José. "An Architecture for Co-Evolving Agents in the ROBOCUP Simulation League". 1999.
Published
- 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.
Published
- Neves, Jose; Cortez, Paulo. "Artificial neural network - genetic based approach for time series forecasting". 1997.
- Cortez, Paulo; Rocha, Miguel; Machado, Jose; Neves, Jose. "Neural network based time series forecasting system". 1995.
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| Journal article |
- Barros, J.; Silva, N.; Gonçalves, J.N.C.; Cortez, P.; Carvalho, M.S.; Santos, M.Y.; Costa, C.. "A machine learning-based framework for predicting supply delay risk using big data technology". International Journal of Data Science and Analytics 21 1 (2026): https://www.scopus.com/inward/record.url?eid=2-s2.0-105024564952&partnerID=MN8TOARS.
10.1007/s41060-025-00969-8
- Hugo Rocha; Marta Moreno; Luís Miguel Matos; Guilherme Moreira; André Pilastri; Paulo Cortez. "A data-driven approach to anomaly prediction in automotive display manufacturing". Decision Analytics Journal (2025): https://doi.org/10.1016/j.dajour.2025.100637.
10.1016/j.dajour.2025.100637
- Marta Moreno; Hugo Rocha; André Pilastri; Guilherme Moreira; Luís Miguel Matos; Paulo Cortez. "Screw Process Anomaly Visualization (SPAV): A Python module for local and global machine learning visualizations for screw tightening anomaly detection". Software Impacts (2025): https://doi.org/10.1016/j.simpa.2025.100786.
10.1016/j.simpa.2025.100786
- Arthur Matta; Luís Miguel Matos; Jorge Miguel Silva; Miguel Bastos Gomes; André Pilastri; Paulo Cortez. "A predictive analytics framework for early detection of production halts and quality issues". Decision Analytics Journal (2025): https://doi.org/10.1016/j.dajour.2025.100607.
10.1016/j.dajour.2025.100607
- Reis, M.I.; Gonçalves, J.N.C.; Cortez, P.; Carvalho, M.S.; Fernandes, J.M.. "A context-aware decision support system for selecting explainable artificial intelligence methods in business organizations". Computers in Industry 165 (2025): http://www.scopus.com/inward/record.url?eid=2-s2.0-85213207820&partnerID=MN8TOARS.
10.1016/j.compind.2024.104233
- Matos, L.M.; Dias, P.; Matta, A.; Machado, D.; Sampaio, R.; Pilastri, A.; Cortez, P.. "Proactive prevention of work-related musculoskeletal disorders using a motion capture system and time series machine learning". Engineering Applications of Artificial Intelligence 138 (2024): http://www.scopus.com/inward/record.url?eid=2-s2.0-85204765670&partnerID=MN8TOARS.
10.1016/j.engappai.2024.109353
- Fernandes, E.; Moro, S.; Cortez, P.. "A data-driven approach to improve online consumer subscriptions by combining data visualization and machine learning methods". International Journal of Consumer Studies 48 2 (2024): http://www.scopus.com/inward/record.url?eid=2-s2.0-85186543148&partnerID=MN8TOARS.
10.1111/ijcs.13030
- Strazzullo, S.; Cortez, P.; Moro, S.. "Data science approaches for sustainable development". Expert Systems 41 7 (2024): http://www.scopus.com/inward/record.url?eid=2-s2.0-85191166464&partnerID=MN8TOARS.
10.1111/exsy.13613
- Moreira, D.O.; Reis, L.P.; Cortez, P.. "Using Machine Learning to Predict Wine Quality and Prices: A Demonstrative Case Using a Large Tabular Database". IEEE Access (2024): http://www.scopus.com/inward/record.url?eid=2-s2.0-85210771082&partnerID=MN8TOARS.
10.1109/ACCESS.2024.3509022
- Paulo Cortez; Albert Bifet. "Editorial: Seventh special issue on Knowledge Discovery and Business Intelligence". Expert Systems (2023): https://doi.org/10.1111/exsy.13466.
10.1111/exsy.13466
- Luís Ferreira; Leopoldo Silva; Francisco Morais; Carlos Manuel Martins; Pedro Miguel Pires; Helena Rodrigues; Paulo Cortez; André Pilastri. "International revenue share fraud prediction on the 5G edge using federated learning". Computing (2023): https://doi.org/10.1007/s00607-023-01174-w.
10.1007/s00607-023-01174-w
- Rui Ribeiro; André Pilastri; Carla Moura; José Morgado; Paulo Cortez. "A data-driven intelligent decision support system that combines predictive and prescriptive analytics for the design of new textile fabrics". Neural Computing and Applications (2023): https://doi.org/10.1007/s00521-023-08596-9.
10.1007/s00521-023-08596-9
- Joaquim Tinoco; António Gomes Correia; Paulo Cortez; David Toll. "An Evolutionary Neural Network Approach for Slopes Stability Assessment". Applied Sciences (2023): https://doi.org/10.3390/app13148084.
10.3390/app13148084
- Moro, S.; Pires, G.; Rita, P.; Cortez, P.; Ramos, R.F.. "Discovering ethnic minority business research directions using text mining and topic modelling". Journal of Research in Marketing and Entrepreneurship 25 1 (2023): 83-102. http://www.scopus.com/inward/record.url?eid=2-s2.0-85139679546&partnerID=MN8TOARS.
10.1108/JRME-01-2022-0004
- Barros, J.; Cunha, F.; Martins, C.; Pedrosa, P.; Cortez, P.. "Predicting Weighing Deviations in the Dispatch Workflow Process: A Case Study in a Cement Industry". IEEE Access 11 (2023): 8119-8135. http://www.scopus.com/inward/record.url?eid=2-s2.0-85146258077&partnerID=MN8TOARS.
10.1109/ACCESS.2022.3232299
- Ferreira, L.; Cortez, P.. "AutoOC: A Python module for automated multi-objective One-Class Classification[Formula presented]". Software Impacts 18 (2023): http://www.scopus.com/inward/record.url?eid=2-s2.0-85174523999&partnerID=MN8TOARS.
10.1016/j.simpa.2023.100590
- Barros, J.; Gonçalves, J.N.C.; Cortez, P.; Carvalho, M.S.. "A decision support system based on a multivariate supervised regression strategy for estimating supply lead times". Engineering Applications of Artificial Intelligence 125 (2023): http://www.scopus.com/inward/record.url?eid=2-s2.0-85164239880&partnerID=MN8TOARS.
10.1016/j.engappai.2023.106671
- Ferreira, L.; Cortez, P.. "AutoOC: Automated multi-objective design of deep autoencoders and one-class classifiers using grammatical evolution". Applied Soft Computing 144 (2023): http://www.scopus.com/inward/record.url?eid=2-s2.0-85162144538&partnerID=MN8TOARS.
10.1016/j.asoc.2023.110496
- Fernandes, E.; Moro, S.; Cortez, P.. "Data Science, Machine learning and big data in Digital Journalism: A survey of state-of-the-art, challenges and opportunities". Expert Systems with Applications 221 (2023): http://www.scopus.com/inward/record.url?eid=2-s2.0-85150057019&partnerID=MN8TOARS.
10.1016/j.eswa.2023.119795
- Dias, P.; Matta, A.; Pilastri, A.; Matos, L.M.; Cortez, P.. "RTSIMU: Real-Time Simulation tool for IMU sensors[Formula presented]". Software Impacts 17 (2023): http://www.scopus.com/inward/record.url?eid=2-s2.0-85163518180&partnerID=MN8TOARS.
10.1016/j.simpa.2023.100522
- Barboza, F.; de Frias Barbosa, J.H.; Kimura, H.; Santos, G.C.; Cortez, P.. "Early warning system for preventing bank distress in Brazil". International Journal of Business and Systems Research 17 3 (2023): 326-346. http://www.scopus.com/inward/record.url?eid=2-s2.0-85162042592&partnerID=MN8TOARS.
10.1504/IJBSR.2023.130632
- Matos, L.M.; Cortez, P.; Mendes, R.; Moreau, A.. "A Deep Learning-Based Decision Support System for Mobile Performance Marketing". International Journal of Information Technology and Decision Making 22 2 (2023): 679-703. http://www.scopus.com/inward/record.url?eid=2-s2.0-85138213057&partnerID=MN8TOARS.
10.1142/S021962202250047X
- Matos, L.M.; Azevedo, J.; Matta, A.; Pilastri, A.; Cortez, P.; Mendes, R.. "Categorical Attribute traNsformation Environment (CANE): A python module for categorical to numeric data preprocessing[Formula presented]". Software Impacts 13 (2022): http://www.scopus.com/inward/record.url?eid=2-s2.0-85134184675&partnerID=MN8TOARS.
10.1016/j.simpa.2022.100359
- Coelho, G.; Matos, L.M.; Pereira, P.J.; Ferreira, A.; Pilastri, A.; Cortez, P.. "Deep autoencoders for acoustic anomaly detection: experiments with working machine and in-vehicle audio". Neural Computing and Applications 34 22 (2022): 19485-19499. http://www.scopus.com/inward/record.url?eid=2-s2.0-85130420162&partnerID=MN8TOARS.
10.1007/s00521-022-07375-2
- Ribeiro, D.; Matos, L.M.; Moreira, G.; Pilastri, A.; Cortez, P.. "Isolation Forests and Deep Autoencoders for Industrial Screw Tightening Anomaly Detection". Computers 11 4 (2022): http://www.scopus.com/inward/record.url?eid=2-s2.0-85129123583&partnerID=MN8TOARS.
10.3390/computers11040054
- Ferreira, L.; Pilastri, A.; Romano, F.; Cortez, P.. "Using supervised and one-class automated machine learning for predictive maintenance". Applied Soft Computing 131 (2022): http://www.scopus.com/inward/record.url?eid=2-s2.0-85142127882&partnerID=MN8TOARS.
10.1016/j.asoc.2022.109820
- Carvalho, H.S.; Pilastri, A.; Novais, R.; Cortez, P.. "RanCoord — A random geographic coordinates generator for transport and logistics research and development activities[Formula presented]". Software Impacts 14 (2022): http://www.scopus.com/inward/record.url?eid=2-s2.0-85140324600&partnerID=MN8TOARS.
10.1016/j.simpa.2022.100428
- 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
- 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
- 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
- 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
- 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
- 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
- Silva, N.; Barros, J.; Santos, M.Y.; Costa, C.; Cortez, P.; Carvalho, M.S.; Gonçalves, J.N.C.. "Advancing logistics 4.0 with the implementation of a big data warehouse: A demonstration case for the automotive industry". Electronics (Switzerland) 10 18 (2021): http://www.scopus.com/inward/record.url?eid=2-s2.0-85114626210&partnerID=MN8TOARS.
10.3390/electronics10182221
- Barros, J.; Cortez, P.; Carvalho, M.S.. "A systematic literature review about dimensioning safety stock under uncertainties and risks in the procurement process". Operations Research Perspectives 8 (2021): http://www.scopus.com/inward/record.url?eid=2-s2.0-85131608404&partnerID=MN8TOARS.
10.1016/j.orp.2021.100192
- Tinoco, J.; Parente, M.; Gomes Correia, A.; Cortez, P.; Toll, D.. "Predictive and prescriptive analytics in transportation geotechnics: Three case studies". Transportation Engineering 5 (2021): http://www.scopus.com/inward/record.url?eid=2-s2.0-85111347037&partnerID=MN8TOARS.
10.1016/j.treng.2021.100074
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- Tinoco, J.; Gomes Correia, A.; Cortez, P.; Toll, D.G.. "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.1943-5487.0000739)". Journal of Computing in Civil Engineering 32 5 (2018): http://www.scopus.com/inward/record.url?eid=2-s2.0-85048264634&partnerID=MN8TOARS.
10.1061/(ASCE)CP.1943-5487.0000771
- Costa, J.M.; Ramos, J.A.; da Silva, L.P.; Timóteo, S.; Andrade, P.; Araújo, P.M.; Carneiro, C.; et al. "Rewiring of experimentally disturbed seed dispersal networks might lead to unexpected network configurations". Basic and Applied Ecology 30 (2018): 11-22. http://www.scopus.com/inward/record.url?eid=2-s2.0-85048256193&partnerID=MN8TOARS.
10.1016/j.baae.2018.05.011
- 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
- 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
- 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
- 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
- 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
- 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
- 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.
- 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
- 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.
Published • 10.1016/j.dss.2016.02.013
- 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.
Published
- 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.
Published • 10.1016/j.eswa.2014.09.024
- 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
- 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.
Published • 10.1016/j.eswa.2015.04.051
- 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
- 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.
Published • 10.1016/j.eswa.2015.05.023
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- Moro, S.; Cortez, P.; Rita, P.; Sergio Moro; Paulo Cortez; Paulo Rita. "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.
Published • 10.1007/s00521-014-1703-0
- 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
- 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.
Published • 10.1016/j.neucom.2012.02.053
- 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.
Published
- Sergio Jurado; Juan Peralta; Àngela Nebot; Francisco Mugica; Paulo Cortez; Jurado, S.; Peralta, J.; et al. "Short-term Electric Load Forecasting Using Computational Intelligence Methods". Sem título 1 (2013): 1-10. http://hdl.handle.net/1822/31409.
Published • 10.1109/FUZZ-IEEE.2013.6622523
- 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.
Published • 10.1016/j.eswa.2012.10.001
- 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
- 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.
Published • 10.1111/exsy.12042
- 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
- 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
- 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.
Published
- Cortez, P.; Rio, M.; Rocha, M.; Sousa, P.; Cortez, Paulo; Rio, Miguel; Rocha, Miguel; Sousa, Pedro. "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.
Published • 10.1111/j.1468-0394.2010.00568.x
- 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
- 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
- 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
- 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
- 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
- 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
- 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.
Published
- 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.
Published • 10.1016/j.neucom.2006.05.023
- 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.
Published
- 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.
Published • 10.1016/j.artmed.2005.07.006
- 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
- 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.
Published • 10.1007/s11063-006-9009-6
- 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.
Published
- 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
- 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.
Published
- 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
- 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.
Published • 10.1023/A:1015259001150
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| Journal issue |
- Cortez, Paulo; 0000-0002-8339-7773. "Eight Special Issue on Knowledge Discovery and Business Intelligence". Expert Systems (2025):
Accepted • Associated editor
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| Report |
- Paulo Cortez. 2015. A tutorial on using the rminer R package for data mining tasks.
10.21814/1822.36210
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