| Artigo em conferência |
- 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
- 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.
Publicado • 10.1007/978-3-319-15892-1_39
- Manuel Parente; António Gomes Correia; Paulo Cortez. "Combining Data Mining and Evolutionary Computation for Multi-Criteria
Optimization of Earthworks". 2015.
Publicado
- 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
- N. Caetano; R. Laureano; Paulo Cortez. "A Data-driven Approach to Predict Hospital Length of Stay: a Portuguese Case Study".
2014.
Publicado
- N. Oliveira; Paulo Cortez; Nelson Areal. "Automatic Creation of Stock Market Lexicons for Sentiment Analysis Using StockTwits
Data". 2014.
Publicado
- 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.
Publicado • 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.. "Automatic creation of stock market lexicons for sentiment analysis using stocktwits
data". 2014.
10.1145/2628194.2628235
- Caetano, N.; Laureano, R.M.S.; Cortez, P.. "A data-driven approach to predict hospital length of stay a portuguese case study".
2014.
- Vitor Pereira; Pedro Sousa; Paulo Cortez; Miguel Rio; Miguel Rocha. "Robust optimization of intradomain routing using evolutionary
algorithms". 2013.
Publicado
- Jurado, S.; Peralta, J.; Nebot, A.; Mugica, F.; Cortez, P.. "Short-term electric load forecasting using computational intelligence
methods". 2013.
10.1109/FUZZ-IEEE.2013.6622523
- Oliveira, N.; Cortez, P.; Areal, N.. "Some experiments on modeling stock market behavior using investor sentiment analysis
and posting volume from twitter". 2013.
- 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
- 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.
Publicado • 10.1109/WCNC.2012.6214062
- Sérgio, Moro; Raul, Laureano; Paulo, Cortez. "Enhancing Bank Direct Marketing through Data Mining". 2012.
Publicado
- Joaquim, Tinoco; António Gomes, Correia; Tinoco, J.; Correia, A.G.; Cortez, P.. "Jet Grouting Mechanicals Properties Prediction
using Data Mining Techniques". 2012.
Publicado • 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.
Publicado
- Tinoco, J.; Gomes Correia, A.; Cortez, P.; Joaquim, Tinoco; António Gomes, Correia; Paulo, Cortez. "Jet grouting deformability
modulus prediction using data mining tools". 2012.
Publicado
- 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.
Publicado
- Moro, Sérgio; Laureano, Raul; Cortez, Paulo. "Using Data Mining for Bank Direct Marketing: An Application of the CRISP-DM
Methodology". 2011.
Publicado
- 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.
- Tinoco, J.; Correia, A.G.; Cortez, P.. "UNI-AXIAL compressive strength prediction of jet grouting columns using support vector
machines". 2011.
- Moro, S.; Laureano, R.M.S.; Cortez, P.. "Using data mining for bank direct marketing: An application of the CRISP-DM methodology".
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
- 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.
- Sousa, P.; Rocha, M.; Rio, M.; Cortez, P.. "Class-based OSPF traffic engineering inspired on evolutionary computation". 2007.
- Cortez, P.; Rio, M.; Sousa, P.; Rocha, M.. "Topology aware internet traffic forecasting using neural networks". 2007.
- 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.
- 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.
- Cortez, Paulo Alexandre Ribeiro; Duarte Duque; Henrique Santos. "Moving Object Detection Unaffected
by Cast Shadows, Highlights and Ghosts". Trabalho apresentado em International Conference on Image Processing, Génova,
2005.
Publicado
- Manuel Filipe Santos; Cortez, Paulo Alexandre Ribeiro; Hélder Quintela; Filipe Pinto. "A Clustering Approach for Knowledge
Discovery in Database Marketing". Trabalho apresentado em Sixth International Conference on Data Mining, Skiathos,
2005.
Publicado
- Pinto, Filipe; Santos, Manuel Filipe; Cortez, Paulo, 1971-; Quintela, Hélder. "Data preparation for marketing database creation:
a case study". 2005.
Publicado
- Duque, D.; Santos, H.; Cortez, P.. "Moving object detection unaffected by cast shadows, highlights and ghosts". 2005.
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.. "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". Trabalho
apresentado em Third IASTED International Conference on Artificial Intelligence and Applications, Málaga, 2003.
Publicado
- 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.
- 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.
- 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". Trabalho apresentado em XV International Congress of the European Federation for Medical
Informatics (MIE-99), Ljubljana, 1999.
Publicado
- Rocha, Miguel; Cortez, Paulo, 1971-; Mendes, Rui; Neves, José. "An Architecture for Co-Evolving Agents in the ROBOCUP Simulation
League". 1999.
Publicado
- 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.
Publicado
- 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.
|
| Artigo em revista |
- 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
- 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
- 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.
Publicado • 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.
Publicado
- Sergio Moro; Paulo Cortez; Paulo Rita. "Using Customer Lifetime Value to Improve the Prediction of Bank Deposit Subscription
in Telemarketing Campaigns". Sem título 1 (2015): 1-10. http://hdl.handle.net/1822/38305.
Publicado
- 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.
Publicado • 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.
Publicado • 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.
Publicado • 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.. "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.
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.
Publicado • 10.1016/j.neucom.2012.02.053
- Oliveira, Nuno; Cortez, Paulo; Areal, Nelson. "Some experiments on modeling stock market behavior using investor sentiment
analysis and posting volume from twitter". Proceedings of the 3rd Internationa Conference on Web Intelligence, Mining and
Semantics (WIMS’13) article no (2013): 1-10. http://hdl.handle.net/1822/26786.
Publicado
- 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.
Publicado
- Sergio Jurado; Juan Peralta; Àngela Nebot; Francisco Mugica; Paulo Cortez. "Short-term Electric Load Forecasting Using Computational
Intelligence Methods". Sem título 1 (2013): 1-10. http://hdl.handle.net/1822/31409.
Publicado
- 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.
Publicado • 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.
Publicado • 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.
Publicado
- Cortez, P.; Rio, M.; Rocha, M.; Sousa, P.. "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.
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
- Cortez, Paulo; Rio, Miguel; Rocha, Miguel; Sousa, Pedro. "Multiscale Internet Traffic Forecasting using Neural Networks and
Time Series Methods". Expert Systems 1 (2011): 1-10. http://hdl.handle.net/1822/14482.
Publicado
- 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.
Publicado
- 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.
Publicado • 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.
Publicado
- 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.
Publicado • 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.
Publicado • 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.
Publicado
- 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.
Publicado
- 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.
Publicado • 10.1023/A:1015259001150
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