All Stories

  1. AI4CITY - An Automated Machine Learning Platform for Smart Cities

    Article • March 2023, ACM (Association for Computing Machinery)

    Dr Paulo Cortez, André Pilastri, Lara Nunes

  2. A federated machine learning approach to detect international revenue share fraud on the 5G edge

    Article • April 2022, ACM (Association for Computing Machinery)

    Dr Paulo Cortez, André Pilastri, francisco morais

  3. A realistic scooter rebalancing system via metaheuristics

    Article • July 2020, ACM (Association for Computing Machinery)

    Dr Paulo Cortez

  4. Erratum for “Stability Condition Identification of Rock and Soil Cutting Slopes Based on Soft Computing” by Joaquim Tinoco, A. Gomes Correia, Paulo Cortez, and David G. Toll

    Article • Journal of Computing in Civil Engineering, September 2018, American Society of Civil Engineers (ASCE)

    Dr Paulo Cortez, Prof. Antonio Gomes Correia

  5. A cross-cultural case study of consumers' communications about a new technological product

    Article • Journal of Business Research, August 2018, Elsevier

    Dr Paulo Cortez

  6. Fourth special issue on knowledge discovery and business intelligence

    Article • Expert Systems, July 2018, Wiley

    Dr Paulo Cortez

  7. Unveiling the features of successful eBay smartphone sellers

    Article • Journal of Retailing and Consumer Services, July 2018, Elsevier

    Dr Paulo Cortez

  8. Data-Driven Model for Stability Condition Prediction of Soil Embankments Based on Visual Data Features

    Article • Journal of Computing in Civil Engineering, July 2018, American Society of Civil Engineers (ASCE)

    Dr Paulo Cortez, Prof. Antonio Gomes Correia

  9. A Categorical Clustering of Publishers for Mobile Performance Marketing

    Article • June 2018, Springer Science + Business Media

    Dr Paulo Cortez

  10. Insights from a text mining survey on Expert Systems research from 2000 to 2016

    Article • Expert Systems, April 2018, Wiley

    Dr Paulo Cortez

  11. Automatic human trajectory destination prediction from video

    Article • Expert Systems with Applications, April 2018, Elsevier

    Dr Paulo Cortez, Professor Henrique Manuel Dinis Santos

  12. Stability Condition Identification of Rock and Soil Cutting Slopes Based on Soft Computing

    Article • Journal of Computing in Civil Engineering, March 2018, American Society of Civil Engineers (ASCE)

    Dr Paulo Cortez, Prof. Antonio Gomes Correia

  13. Research trends on Big Data in Marketing: A text mining and topic modeling based literature analysis

    Article • European Research on Management and Business Economics, January 2018, Elsevier

    Dr Paulo Cortez

  14. A divide-and-conquer strategy using feature relevance and expert knowledge for enhancing a data mining approach to bank telemarketing

    Article • Expert Systems, October 2017, Wiley

    Sérgio Moro, Dr Paulo Cortez

  15. Comparing univariate techniques for tender price index forecasting: Box-Jenkins and neural network model

    Article • Construction Economics and Building, September 2017, UTS ePress

    Dr Paulo Cortez

  16. A text mining approach to analyzing Annals literature

    Article • Annals of Tourism Research, September 2017, Elsevier

    Dr Paulo Cortez

  17. Third special issue on knowledge discovery and business intelligence

    Article • Expert Systems, February 2017, Wiley

    Dr Paulo Cortez

  18. Prediction of surface distress using neural networks

    Article • January 2017, American Institute of Physics

    Dr Paulo Cortez, Prof. Antonio Gomes Correia

  19. Mining Rational Team Concert Repositories: A Case Study on a Software Project

    Article • January 2017, Springer Science + Business Media

    Dr Paulo Cortez

  20. Multi-objective Learning of Neural Network Time Series Prediction Intervals

    Article • January 2017, Springer Science + Business Media

    Dr Paulo Cortez

  21. The impact of microblogging data for stock market prediction: using Twitter to predict returns, volatility, trading volume and survey sentiment indices

    Article • Expert Systems with Applications, December 2016, Elsevier

    Dr Paulo Cortez, Nelson Areal

  22. Using data mining algorithms to predict the bond strength of NSM FRP systems in concrete

    Article • Construction and Building Materials, November 2016, Elsevier

    Dr Paulo Cortez

  23. Forecasting incoming traffic into a sports store using time series and other variable data

    Article • October 2016, Springer Science + Business Media

    Dr Paulo Cortez

  24. Label Ranking Forests

    Article • Expert Systems, July 2016, Wiley

    Dr Paulo Cortez, Carlos Soares

  25. Jet grouting column diameter prediction based on a data-driven approach

    Article • European Journal of Environmental and Civil engineering, June 2016, Taylor & Francis

    Dr Paulo Cortez, Prof. Antonio Gomes Correia

  26. Stock market sentiment lexicon acquisition using microblogging data and statistical measures

    Article • Decision Support Systems, May 2016, Elsevier

    Dr Paulo Cortez, Nelson Areal

  27. A framework for increasing the value of predictive data-driven models by enriching problem domain characterization with novel features

    Article • Neural Computing and Applications, January 2016, Springer Science + Business Media

    Dr Paulo Cortez

  28. A Novel Integrated Optimization System for Earthwork Tasks

    Article • Transportation Research Procedia, January 2016, Elsevier

    Dr Paulo Cortez, Prof. Antonio Gomes Correia

  29. Metaheuristics, Data Mining and Geographic Information Systems for Earthworks Equipment Allocation

    Article • Procedia Engineering, January 2016, Elsevier

    Dr Paulo Cortez, Prof. Antonio Gomes Correia

  30. Measuring User Influence in Financial Microblogs

    Article • January 2016, ACM (Association for Computing Machinery)

    Dr Paulo Cortez

  31. An Automated Literature Analysis on Data Mining Applications to Credit Risk Assessment

    Article • January 2016, Nature

    Dr Paulo Cortez

  32. The Data Mining Applied for the Prediction of Highway Roughness due to Overloaded Trucks

    Article • International Journal of Technology, December 2015, International Journal of Technology

    Dr Paulo Cortez, Prof. Antonio Gomes Correia

  33. Automatic visual detection of human behavior: A review from 2000 to 2014

    Article • Expert Systems with Applications, November 2015, Elsevier

    Dr Paulo Cortez, Professor Henrique Manuel Dinis Santos

  34. An evolutionary multi-objective optimization system for earthworks

    Article • Expert Systems with Applications, November 2015, Elsevier

    Dr Paulo Cortez, Prof. Antonio Gomes Correia

  35. Automatic Human Action Recognition from Video Using Hidden Markov Model

    Article • October 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Paulo Cortez, Professor Henrique Manuel Dinis Santos

  36. A tutorial on using the rminer R package for data mining tasks

    Article • July 2015, University of Minho

    Dr Paulo Cortez

  37. Recent advances on knowledge discovery and business intelligence

    Article • Expert Systems, June 2015, Wiley

    Dr Paulo Cortez

  38. Business intelligence in banking: A literature analysis from 2002 to 2013 using text mining and latent Dirichlet allocation

    Article • Expert Systems with Applications, February 2015, Elsevier

    Dr Paulo Cortez

  39. Data Mining Tyre-Road Noise

    Article • Archives of Acoustics, January 2015, De Gruyter

    Dr Paulo Cortez, PhD Jocilene Otilia Costa, Elisabete Fraga de Freitas

  40. Comparison of Single and Multi-objective Evolutionary Algorithms for Robust Link-State Routing

    Article • January 2015, Springer Science + Business Media

    Dr Paulo Cortez

  41. Combining Data Mining and Evolutionary Computation for Multi-criteria Optimization of Earthworks

    Article • January 2015, Springer Science + Business Media

    Dr Paulo Cortez, Prof. Antonio Gomes Correia

  42. A Proactive Intelligent Decision Support System for Predicting the Popularity of Online News

    Article • January 2015, Springer Science + Business Media

    Dr Paulo Cortez

  43. Using Data Mining for Prediction of Hospital Length of Stay: An Application of the CRISP-DM Methodology

    Article • January 2015, Springer Science + Business Media

    Dr Paulo Cortez

  44. Artificial Intelligence approaches for the generation and assessment of believable human-like behaviour in virtual characters

    Article • Expert Systems with Applications, November 2014, Elsevier

    Dr Paulo Cortez

  45. Evolutionary optimization of sparsely connected and time-lagged neural networks for time series forecasting

    Article • Applied Soft Computing, October 2014, Elsevier

    Dr Paulo Cortez

  46. Using customer lifetime value and neural networks to improve the prediction of bank deposit subscription in telemarketing campaigns

    Article • Neural Computing and Applications, September 2014, Springer Science + Business Media

    Dr Paulo Cortez

  47. Evolving Artificial Neural Networks applied to generate virtual characters

    Article • August 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Paulo Cortez

  48. Use of DM Techniques in Earthworks Management: A Case Study

    Article • June 2014, American Society of Civil Engineers (ASCE)

    Dr Paulo Cortez, Prof. Antonio Gomes Correia

  49. A data-driven approach to predict the success of bank telemarketing

    Article • Decision Support Systems, June 2014, Elsevier

    Dr Paulo Cortez

  50. Previsão de tempos de internamento num hospital português: aplicação da metodologia CRISP-DM

    Article • RISTI - Revista Ibérica de Sistemas e Tecnologias de Informação, June 2014, AISTI

    Dr Paulo Cortez

  51. Global and decomposition evolutionary support vector machine approaches for time series forecasting

    Article • Neural Computing and Applications, April 2014, Springer Science + Business Media

    Dr Paulo Cortez

  52. A novel approach to predicting Young's modulus of jet grouting laboratory formulations over time using data mining techniques

    Article • Engineering Geology, February 2014, Elsevier

    Dr Paulo Cortez, Prof. Antonio Gomes Correia

  53. Modern Optimization or Metaheuristics (e.g. simulated annealing, evolutionary computation) with R

    Article • January 2014

    Dr Paulo Cortez

  54. Blind Search

    Article • January 2014, Springer Science + Business Media

    Dr Paulo Cortez

  55. Local Search

    Article • January 2014, Springer Science + Business Media

    Dr Paulo Cortez

  56. Applications

    Article • January 2014, Springer Science + Business Media

    Dr Paulo Cortez

  57. R Basics

    Article • January 2014, Springer Science + Business Media

    Dr Paulo Cortez

  58. Multi-Objective Optimization

    Article • January 2014, Springer Science + Business Media

    Dr Paulo Cortez

  59. Population Based Search

    Article • January 2014, Springer Science + Business Media

    Dr Paulo Cortez

  60. Introduction

    Article • January 2014, Springer Science + Business Media

    Dr Paulo Cortez

  61. Automatic creation of stock market lexicons for sentiment analysis using StockTwits data

    Article • January 2014, ACM (Association for Computing Machinery)

    Dr Paulo Cortez, Nelson Areal

  62. Support vector machines applied to uniaxial compressive strength prediction of jet grouting columns

    Article • Computers and Geotechnics, January 2014, Elsevier

    Dr Paulo Cortez, Prof. Antonio Gomes Correia

  63. Knowledge Discovery and Business Intelligence

    Article • Expert Systems, September 2013, Wiley

    Dr Paulo Cortez

  64. Short-term electric load forecasting using computational intelligence methods

    Article • July 2013, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Paulo Cortez

  65. EMAIL SPAM DETECTION: A SYMBIOTIC FEATURE SELECTION APPROACH FOSTERED BY EVOLUTIONARY COMPUTATION

    Article • International Journal of Information Technology & Decision Making, July 2013, World Scientific Pub Co Pte Lt

    Dr Paulo Cortez

  66. Time series forecasting using a weighted cross-validation evolutionary artificial neural network ensemble

    Article • Neurocomputing, June 2013, Elsevier

    Dr Paulo Cortez

  67. Forecasting seasonal time series with computational intelligence: On recent methods and the potential of their combinations

    Article • Expert Systems with Applications, May 2013, Elsevier

    Dr Paulo Cortez

  68. Using sensitivity analysis and visualization techniques to open black box data mining models

    Article • Information Sciences, March 2013, Elsevier

    Dr Paulo Cortez

  69. Robust Optimization of Intradomain Routing Using Evolutionary Algorithms

    Article • January 2013, Springer Science + Business Media

    Dr Paulo Cortez

  70. Some experiments on modeling stock market behavior using investor sentiment analysis and posting volume from Twitter

    Article • January 2013, ACM (Association for Computing Machinery)

    Dr Paulo Cortez

  71. A Framework for Robust Traffic Engineering Using Evolutionary Computation

    Article • January 2013, Springer Science + Business Media

    Dr Paulo Cortez

  72. On the Predictability of Stock Market Behavior Using StockTwits Sentiment and Posting Volume

    Article • January 2013, Springer Science + Business Media

    Dr Paulo Cortez, Nelson Areal

  73. Artificial Intelligence Applications in Transportation Geotechnics

    Article • Geotechnical and Geological Engineering, November 2012, Springer Science + Business Media

    Dr Paulo Cortez, Prof. Antonio Gomes Correia

  74. Jet Grouting Mechanicals Properties Prediction using Data Mining Techniques

    Article • August 2012, American Society of Civil Engineers (ASCE)

    Dr Paulo Cortez, Prof. Antonio Gomes Correia

  75. Parallelization of an evolving Artificial Neural Networks system to Forecast Time Series using OPENMP and MPI

    Article • May 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Paulo Cortez

  76. Using data mining to study the impact of topology characteristics on the performance of wireless mesh networks

    Article • April 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Paulo Cortez

  77. Data Mining with Multilayer Perceptrons and Support Vector Machines

    Article • January 2012, Springer Science + Business Media

    Dr Paulo Cortez

  78. Evolutionary Support Vector Machines for Time Series Forecasting

    Article • January 2012, Springer Science + Business Media

    Dr Paulo Cortez

  79. Preface to the Workshop on Domain Driven Data Mining

    Article • December 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Paulo Cortez

  80. Symbiotic filtering for spam email detection

    Article • Expert Systems with Applications, August 2011, Elsevier

    Dr Paulo Cortez

  81. Multiobjective Evolutionary Algorithms for intradomain routing optimization

    Article • June 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Paulo Cortez

  82. A Data Mining Approach for Predicting Jet Grouting Geomechanical Parameters

    Article • May 2011, American Society of Civil Engineers (ASCE)

    Dr Paulo Cortez, Prof. Antonio Gomes Correia

  83. Opening black box Data Mining models using Sensitivity Analysis

    Article • April 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Paulo Cortez

  84. Application of data mining techniques in the estimation of the uniaxial compressive strength of jet grouting columns over time

    Article • Construction and Building Materials, March 2011, Elsevier

    Dr Paulo Cortez, Prof. Antonio Gomes Correia

  85. New Models for Strength and Deformability Parameter Calculation in Rock Masses Using Data-Mining Techniques

    Article • International Journal of Geomechanics, February 2011, American Society of Civil Engineers (ASCE)

    Dr Paulo Cortez, Prof. Antonio Gomes Correia

  86. Application of Data Mining in Transportation Geotechnics

    Article • January 2011, Research Publishing Services

    Dr Paulo Cortez, Prof. Antonio Gomes Correia

  87. Traffic Engineering Approaches Using Multicriteria Optimization Techniques

    Article • January 2011, Springer Science + Business Media

    Dr Paulo Cortez

  88. Using Data Mining Techniques to Predict Deformability Properties of Jet Grouting Laboratory Formulations over Time

    Article • January 2011, Springer Science + Business Media

    Dr Paulo Cortez, Prof. Antonio Gomes Correia

  89. Evolving time-lagged feedforward neural networks for time series forecasting

    Article • January 2011, ACM (Association for Computing Machinery)

    Dr Paulo Cortez

  90. Evolving sparsely connected neural networks for multi-step ahead forecasting

    Article • January 2011, ACM (Association for Computing Machinery)

    Dr Paulo Cortez

  91. Quality of Service constrained routing optimization using Evolutionary Computation

    Article • Applied Soft Computing, January 2011, Elsevier

    Dr Paulo Cortez

  92. Application of Data Mining Techniques in the Estimation of Mechanical Properties of Jet Grouting Laboratory Formulations over Time

    Article • January 2011, Springer Science + Business Media

    Dr Paulo Cortez

  93. Weighted Cross-Validation Evolving Artificial Neural Networks to Forecast Time Series

    Article • January 2011, Springer Science + Business Media

    Dr Paulo Cortez

  94. Forecasting seasonal time series with computational intelligence: contribution of a combination of distinct methods.

    Article • January 2011, Atlantis Press

    Dr Paulo Cortez

  95. Multi-scale Internet traffic forecasting using neural networks and time series methods

    Article • Expert Systems, December 2010, Wiley

    Dr Paulo Cortez

  96. A Collaborative Approach for Spam Detection

    Article • September 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Paulo Cortez

  97. Sensitivity analysis for time lag selection to forecast seasonal time series using Neural Networks and Support Vector Machines

    Article • July 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Paulo Cortez

  98. Data Mining with Neural Networks and Support Vector Machines Using the R/rminer Tool

    Article • January 2010, Springer Science + Business Media

    Dr Paulo Cortez

  99. Spam Email Filtering Using Network-Level Properties

    Article • January 2010, Springer Science + Business Media

    Dr Paulo Cortez

  100. A data mining approach for Jet Grouting Uniaxial Compressive Strength prediction

    Article • December 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Paulo Cortez, Prof. Antonio Gomes Correia

  101. Modeling wine preferences by data mining from physicochemical properties

    Article • Decision Support Systems, November 2009, Elsevier

    Dr Paulo Cortez

  102. Using Data Mining for Wine Quality Assessment

    Article • January 2009, Springer Science + Business Media

    Dr Paulo Cortez

  103. An Intelligent Alarm Management System for Large-Scale Telecommunication Companies

    Article • January 2009, Springer Science + Business Media

    Dr Paulo Cortez

  104. Symbiotic Data Mining for Personalized Spam Filtering

    Article • January 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Paulo Cortez

  105. Rating organ failure via adverse events using data mining in the intensive care unit

    Article • Artificial Intelligence in Medicine, July 2008, Elsevier

    Dr Paulo Cortez

  106. An intelligent decision support system for bridge safety assessment based on Data Mining models

    Article • May 2008, WITPRESS LTD.

    Dr Paulo Cortez

  107. Evolution of neural networks for classification and regression

    Article • Neurocomputing, October 2007, Elsevier

    Dr Paulo Cortez

  108. Automatic Provisioning of QoS Aware OSPF Configurations

    Article • Journal of Networks, April 2007, Academy Publisher

    Dr Paulo Cortez

  109. Prediction of Abnormal Behaviors for Intelligent Video Surveillance Systems

    Article • January 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Paulo Cortez, Professor Henrique Manuel Dinis Santos

  110. Topology Aware Internet Traffic Forecasting Using Neural Networks

    Article • January 2007, Springer Science + Business Media

    Dr Paulo Cortez

  111. Lamb Meat Quality Assessment by Support Vector Machines

    Article • Neural Processing Letters, July 2006, Springer Science + Business Media

    Dr Paulo Cortez

  112. Corporate bankruptcy prediction using data mining techniques

    Article • June 2006, WITPRESS LTD.

    Dr Paulo Cortez

  113. Mortality assessment in intensive care units via adverse events using artificial neural networks

    Article • Artificial Intelligence in Medicine, March 2006, Elsevier

    Dr Paulo Cortez

  114. Selection of trees for rubbing by red and roe deer in forest plantations

    Article • Forest Ecology and Management, February 2006, Elsevier

    Dr Paulo Cortez, Dr. Jaime Ramos

  115. The OBSERVER: An Intelligent and Automated Video Surveillance System

    Article • January 2006, Springer Science + Business Media

    Dr Paulo Cortez

  116. Efficient OSPF Weight Allocation for Intra-domain QoS Optimization

    Article • January 2006, Springer Science + Business Media

    Dr Paulo Cortez

  117. Simultaneous Evolution of Neural Network Topologies and Weights for Classification and Regression

    Article • January 2005, Springer Science + Business Media

    Dr Paulo Cortez

  118. INTCare: a Knowledge Discovery Based Intelligent Decision Support System for Intensive Care Medicine

    Article • Journal of Decision System, January 2005, Taylor & Francis

    Dr Paulo Cortez

  119. Moving object detection unaffected by cast shadows, highlights and ghosts

    Article • January 2005, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Paulo Cortez, Professor Henrique Manuel Dinis Santos

  120. Evolving Time Series Forecasting ARMA Models

    Article • Journal of Heuristics, July 2004, Springer Science + Business Media

    Dr Paulo Cortez

  121. Evolutionary Neural Network Learning

    Article • January 2003, Springer Science + Business Media

    Dr Paulo Cortez

  122. Article • Neural Processing Letters, January 2002, Springer Science + Business Media

    Dr Paulo Cortez

  123. Genetic and Evolutionary Algorithms for Time Series Forecasting

    Article • January 2001, Springer Science + Business Media

    Dr Paulo Cortez

  124. Viewing Scheduling Problems through Genetic and Evolutionary Algorithms

    Article • January 2000, Springer Science + Business Media

    Dr Paulo Cortez

  125. Time Series Forecasting by Evolutionary Neural Networks

    Article • IGI Global

    Dr Paulo Cortez

  126. Class-Based OSPF Traffic Engineering Inspired on Evolutionary Computation

    Article • Springer Science + Business Media

    Dr Paulo Cortez

  127. Evolutionary Computation for Quality of Service Internet Routing Optimization

    Article • Springer Science + Business Media

    Dr Paulo Cortez

  128. Time Series Forecasting by Evolutionary Neural Networks

    Article • IGI Global

    Dr Paulo Cortez

  129. Multiple Organ Failure Diagnosis Using Adverse Events and Neural Networks

    Article • Springer Science + Business Media

    Dr Paulo Cortez

  130. Evolutionary Design of Neural Networks for Classification and Regression

    Article • Springer Science + Business Media

    Dr Paulo Cortez

  131. Real-Time Intelligent Decision Support System for Bridges Structures Behavior Prediction

    Article • Springer Science + Business Media

    Dr Paulo Cortez

  132. Multiconstrained Optimization of Networks with Multicast and Unicast Traffic

    Article • Springer Science + Business Media

    Dr Paulo Cortez