Modeling wine preferences by data mining from physicochemical properties P Cortez, A Cerdeira, F Almeida, T Matos, J Reis Decision support systems 47 (4), 547-553, 2009 | 1661 | 2009 |
A data-driven approach to predict the success of bank telemarketing S Moro, P Cortez, P Rita Decision Support Systems 62, 22-31, 2014 | 1087 | 2014 |
Using data mining to predict secondary school student performance P Cortez, AMG Silva 5th FUture BUsiness TEChnology Conference (FUBUTEC 2008), 5-12, 2008 | 922 | 2008 |
A data mining approach to predict forest fires using meteorological data P Cortez, AJR Morais 13th Portuguese Conference on Artificial Intelligence (EPIA 2007), New …, 2007 | 531 | 2007 |
Using sensitivity analysis and visualization techniques to open black box data mining models P Cortez, MJ Embrechts Information Sciences 225, 1-17, 2013 | 488 | 2013 |
Research trends on Big Data in Marketing: a text mining and topic modeling based literature analysis A Amado, P Cortez, P Rita, S Moro European Research on Management and Business Economics 24 (1), 1-7, 2018 | 465 | 2018 |
The impact of microblogging data for stock market prediction: Using Twitter to predict returns, volatility, trading volume and survey sentiment indices N Oliveira, P Cortez, N Areal Expert Systems With Applications 73, 125-144, 2017 | 453 | 2017 |
Business intelligence in banking: A literature analysis from 2002 to 2013 using Text Mining and latent Dirichlet allocation S Moro, P Cortez, P Rita Expert Systems With Applications 42 (3), 1314-1324, 2015 | 448 | 2015 |
Particle swarms for feedforward neural network training R Mendes, P Cortez, M Rocha, J Neves International Joint Conference on Neural Networks (IJCNN 2002) 6 (1), 1895-1899, 2002 | 424 | 2002 |
Using data mining for bank direct marketing: an application of the CRISP-DM methodology S Moro, R Laureano, P Cortez European Simulation and Modelling Conference - ESM'2011, 117-121, 2011 | 376 | 2011 |
Data mining with neural networks and support vector machines using the R/rminer tool P Cortez 10th Industrial Conference on Data Mining (ICDM 2010), LNAI 6171, 572-583, 2010 | 337 | 2010 |
A Proactive Intelligent Decision Support System for Predicting the Popularity of Online News K Fernandes, P Vinagre, P Cortez 17th Portuguese Conference on Artificial Intelligence (EPIA 2015) 9273, 535-546, 2015 | 284 | 2015 |
Multi‐scale Internet traffic forecasting using neural networks and time series methods P Cortez, M Rio, M Rocha, P Sousa Expert Systems 29 (2), 143-155, 2012 | 251 | 2012 |
Stock market sentiment lexicon acquisition using microblogging data and statistical measures N Oliveira, P Cortez, N Areal Decision Support Systems 85, 62-73, 2016 | 207 | 2016 |
Internet traffic forecasting using neural networks P Cortez, M Rio, M Rocha, P Sousa The 2006 IEEE international joint conference on neural network proceedings …, 2006 | 178 | 2006 |
Opening black box data mining models using sensitivity analysis P Cortez, MJ Embrechts 2011 IEEE Symposium on Computational Intelligence and Data Mining (CIDM …, 2011 | 177 | 2011 |
On the predictability of stock market behavior using stocktwits sentiment and posting volume N Oliveira, P Cortez, N Areal Progress in Artificial Intelligence: 16th Portuguese Conference on …, 2013 | 174 | 2013 |
Support vector machines applied to uniaxial compressive strength prediction of jet grouting columns J Tinoco, AG Correia, P Cortez Computers and Geotechnics 55, 132-140, 2014 | 142 | 2014 |
Evolution of neural networks for classification and regression M Rocha, P Cortez, J Neves Neurocomputing 70 (16-18), 2809-2816, 2007 | 140 | 2007 |
Modern Optimization with R P Cortez Modern Optimization with R, 1-254 (2nd edition), 2021 | 139* | 2021 |