Paulo Cortez
Paulo Cortez
Full Professor, ALGORITMI, Department Information Systems, University of Minho
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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
A data-driven approach to predict the success of bank telemarketing
S Moro, P Cortez, P Rita
Decision Support Systems 62, 22-31, 2014
Using data mining to predict secondary school student performance
P Cortez, AMG Silva
5th FUture BUsiness TEChnology Conference (FUBUTEC 2008), 5-12, 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
Using sensitivity analysis and visualization techniques to open black box data mining models
P Cortez, MJ Embrechts
Information Sciences 225, 1-17, 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
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
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
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
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
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
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
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
Stock market sentiment lexicon acquisition using microblogging data and statistical measures
N Oliveira, P Cortez, N Areal
Decision Support Systems 85, 62-73, 2016
Opening black box data mining models using sensitivity analysis
P Cortez, MJ Embrechts
2011 IEEE Symposium on Computational Intelligence and Data Mining (CIDM …, 2011
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
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
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
Modern Optimization with R
P Cortez
Modern Optimization with R, 1-254 (2nd edition), 2021
Evolution of neural networks for classification and regression
M Rocha, P Cortez, J Neves
Neurocomputing 70 (16-18), 2809-2816, 2007
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