MOUNTAIN
RESEARCH
CENTER
Polytechnic Institute
of Bragança
FROM NATURE TO PRODUCTS, TOWARDS SUSTAINABILITY.
José Paulo Cortez
Group: Socio-Ecological SystemsPhone: 273303323
E-mail: pcortez@ipb.pt
ORCID: 0000-0001-7090-9453
Scopus Author ID: 39863924900
Career
- Since 2011: Auxiliary Professor at Polytechnic Institute of Bragança, Portugal
- 1999 - 2010: Equated to Auxiliary Professor at Polytechnic Institute of Bragança, Portugal
- 1997 - 1999: Assistant Professor (2nd Triennium) at Polytechnic Institute of Bragança, Portugal
- 1993 - 1996: Assistant Professor (1st Triennium) at Polytechnic Institute of Bragança, Portugal
Roles
- Since 2015: Member of Master of Management of Forest Resources Scientific Committee
- Since 2013: Member of the advisory board of Escola Superior Agrária Scientific and Technical Council
- Since 2012: Head of Environment and Natural Resources Department at Polytechnic Institute of Bragança, Portugal
Interests
- Ungulate ecology, feeding behavior, habitat and ungulate interaction, plant response to herbivory
- Forest ecology, forest ecosystems conservation, forests and climate changes
- Avian ecology, bird movements, urban bird behavior, biodiversity
Projects:
FRESHCO - Multiple implications of invasive species on Freshwater Mussel coextinction processes
Funding body: FCT - PTDC - Projectos em todos os domínios científicos
Reference: PTDC/AGR-FOR/1627/2014
Principal Investigator:Amílcar António Teiga Teixeira
Start: 2016-04-01
End: 2019-08-01
Funding body: FCT - PTDC - Projectos em todos os domínios científicos
Reference: PTDC/AGR-FOR/1627/2014
Principal Investigator:Amílcar António Teiga Teixeira
Start: 2016-04-01
End: 2019-08-01
- Processo de Acompanhamento dos trabalhos de gestão e Exploração do ciara ao abrigo do protocolo EDP-AMBS
Funding body:
Provision of Services
Start: 2018-06-01
End: 2019-05-31
Funding body:
Provision of Services
Start: 2018-06-01
End: 2019-05-31
- Plano de Recuperação Ambiental e Integração Paisagística de Foz-Tua (PRAIP F-T)
Funding body:
Provision of Services
Principal Investigator:José Paulo Mendes Guerra Marques Cortez
Start: 2016-05-01
End: 2017-12-31
Funding body:
Provision of Services
Principal Investigator:José Paulo Mendes Guerra Marques Cortez
Start: 2016-05-01
End: 2017-12-31
- Initial Ecological Characterization Survey- Moncorvo Iron ore Deposite Project
Funding body:
Provision of Services
Principal Investigator:José Paulo Mendes Guerra Marques Cortez
Start: 2012-01-01
End: 2013-01-01
Funding body:
Provision of Services
Principal Investigator:José Paulo Mendes Guerra Marques Cortez
Start: 2012-01-01
End: 2013-01-01
GreenUrbe - Green Spaces Impacts on the Urban Environmental Quality
Funding body:
Provision of Services
Principal Investigator:Manuel Joaquim Sabença Feliciano
Start: 2005-01-01
End: 2009-12-31
Funding body:
Provision of Services
Principal Investigator:Manuel Joaquim Sabença Feliciano
Start: 2005-01-01
End: 2009-12-31
Total results: 241
1
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
A context-aware decision support system for selecting explainable artificial intelligence methods in business organizations
Computers in Industry, 165, , 2025
2
Lopes F.,Soares C.,Cortez P.
PrivateCTGAN: Adapting GAN for Privacy-Aware Tabular Data Sharing
Communications in Computer and Information Science, 2134 CCIS, 169-180, 2025
PrivateCTGAN: Adapting GAN for Privacy-Aware Tabular Data Sharing
Communications in Computer and Information Science, 2134 CCIS, 169-180, 2025
3
Pereira P.J.,Costa N.,Mestre P.,Cortez P.
A Benchmark of Automated Multivariate Time Series Forecasting Tools for Smart Cities
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 14969 LNAI, 139-150, 2025
A Benchmark of Automated Multivariate Time Series Forecasting Tools for Smart Cities
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 14969 LNAI, 139-150, 2025
4
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
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 14969 LNAI, 151-162, 2025
A Data Drift Approach to Update Deployed Energy Prediction Machine Learning Models
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 14969 LNAI, 151-162, 2025
5
Santos M.F.,Machado J.,Novais P.,Cortez P.,Moreira P.M.
Preface
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 14969 LNAI, v-vi, 2025
Preface
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 14969 LNAI, v-vi, 2025
6
Santos M.F.,Machado J.,Novais P.,Cortez P.,Moreira P.M.
Preface
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 14968 LNAI, v-vi, 2025
Preface
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 14968 LNAI, v-vi, 2025
7
Santos M.F.,Machado J.,Novais P.,Cortez P.,Moreira P.M.
Preface
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 14967 LNAI, v-vi, 2025
Preface
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 14967 LNAI, v-vi, 2025
8
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
Proactive prevention of work-related musculoskeletal disorders using a motion capture system and time series machine learning
Engineering Applications of Artificial Intelligence, 138, , 2024
9
Strazzullo S.,Cortez P.,Moro S.
Data science approaches for sustainable development
Expert Systems, 41, , 2024
Data science approaches for sustainable development
Expert Systems, 41, , 2024
10
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, , 2024
A data-driven approach to improve online consumer subscriptions by combining data visualization and machine learning methods
International Journal of Consumer Studies, 48, , 2024
11
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
Procedia Computer Science, 246, 2110-2119, 2024
Ahead of Time Prediction of Decorated Particleboard Production Disruptions and Defects Using Single and Multi-Target AutoML
Procedia Computer Science, 246, 2110-2119, 2024
12
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
Using Machine Learning to Predict Wine Quality and Prices: A Demonstrative Case Using a Large Tabular Database
IEEE Access, , 2024
13
Fernandes E.,Moro S.,Cortez P.
Towards a News Recommendation System to increase Reader Engagement through Newsletter Content Personalization
Procedia Computer Science, 239, 217-225, 2024
Towards a News Recommendation System to increase Reader Engagement through Newsletter Content Personalization
Procedia Computer Science, 239, 217-225, 2024
14
Cortez P.,Bifet A.
Editorial: Seventh special issue on Knowledge Discovery and Business Intelligence
Expert Systems, 40, , 2023
Editorial: Seventh special issue on Knowledge Discovery and Business Intelligence
Expert Systems, 40, , 2023
15
Ferreira L.,Cortez P.
AutoOC: A Python module for automated multi-objective One-Class Classification[Formula presented]
Software Impacts, 18, , 2023
AutoOC: A Python module for automated multi-objective One-Class Classification[Formula presented]
Software Impacts, 18, , 2023
16
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
A decision support system based on a multivariate supervised regression strategy for estimating supply lead times
Engineering Applications of Artificial Intelligence, 125, , 2023
17
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
RTSIMU: Real-Time Simulation tool for IMU sensors[Formula presented]
Software Impacts, 17, , 2023
18
Ferreira L.,Cortez P.
AutoOC: Automated multi-objective design of deep autoencoders and one-class classifiers using grammatical evolution
Applied Soft Computing, 144, , 2023
AutoOC: Automated multi-objective design of deep autoencoders and one-class classifiers using grammatical evolution
Applied Soft Computing, 144, , 2023
19
Ferreira L.,Silva L.,Morais F.,Martins C.M.,Pires P.M.,Rodrigues H.,Cortez P.,Pilastri A.
International revenue share fraud prediction on the 5G edge using federated learning
Computing, 105, 1907-1932, 2023
International revenue share fraud prediction on the 5G edge using federated learning
Computing, 105, 1907-1932, 2023
20
Ribeiro R.,Pilastri A.,Moura C.,Morgado J.,Cortez P.
A data-driven intelligent decision support system that combines predictive and prescriptive analytics for the design of new textile fabrics
Neural Computing and Applications, 35, 17375-17395, 2023
A data-driven intelligent decision support system that combines predictive and prescriptive analytics for the design of new textile fabrics
Neural Computing and Applications, 35, 17375-17395, 2023
21
Tinoco J.,Gomes Correia A.,Cortez P.,Toll D.
An Evolutionary Neural Network Approach for Slopes Stability Assessment
Applied Sciences (Switzerland), 13, , 2023
An Evolutionary Neural Network Approach for Slopes Stability Assessment
Applied Sciences (Switzerland), 13, , 2023
22
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
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
23
Pereira P.J.,Gonçalves C.,Nunes L.L.,Cortez P.,Pilastri A.
AI4CITY - An Automated Machine Learning Platform for Smart Cities
Proceedings of the ACM Symposium on Applied Computing, 886-889, 2023
AI4CITY - An Automated Machine Learning Platform for Smart Cities
Proceedings of the ACM Symposium on Applied Computing, 886-889, 2023
24
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, 679-703, 2023
A Deep Learning-Based Decision Support System for Mobile Performance Marketing
International Journal of Information Technology and Decision Making, 22, 679-703, 2023
25
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, 83-102, 2023
Discovering ethnic minority business research directions using text mining and topic modelling
Journal of Research in Marketing and Entrepreneurship, 25, 83-102, 2023
26
Soares D.,Pereira P.J.,Cortez P.,Gonçalves C.
A Comparison of Automated Machine Learning Tools for Predicting Energy Building Consumption in Smart Cities
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 14115 LNAI, 311-322, 2023
A Comparison of Automated Machine Learning Tools for Predicting Energy Building Consumption in Smart Cities
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 14115 LNAI, 311-322, 2023
27
Maglogiannis I.,Iliadis L.,Macintyre J.,Cortez P.
Preface
IFIP Advances in Information and Communication Technology, 676 IFIP, v-viii, 2023
Preface
IFIP Advances in Information and Communication Technology, 676 IFIP, v-viii, 2023
28
Afonso C.,Matta A.,Matos L.M.,Gomes M.B.,Santos A.,Pilastri A.,Cortez P.
Machine Learning for Predicting Production Disruptions in the Wood-Based Panels Industry: A Demonstration Case
IFIP Advances in Information and Communication Technology, 676 IFIP, 340-351, 2023
Machine Learning for Predicting Production Disruptions in the Wood-Based Panels Industry: A Demonstration Case
IFIP Advances in Information and Communication Technology, 676 IFIP, 340-351, 2023
29
Loureiro C.,Pereira P.J.,Cortez P.,Guimarães P.,Moreira C.,Pinho A.
Predicting Multiple Domain Queue Waiting Time via Machine Learning
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 13956 LNCS, 404-421, 2023
Predicting Multiple Domain Queue Waiting Time via Machine Learning
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 13956 LNCS, 404-421, 2023
30
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, 326-346, 2023
Early warning system for preventing bank distress in Brazil
International Journal of Business and Systems Research, 17, 326-346, 2023
31
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, 8119-8135, 2023
Predicting Weighing Deviations in the Dispatch Workflow Process: A Case Study in a Cement Industry
IEEE Access, 11, 8119-8135, 2023
32
Ferreira L.,Pilastri A.,Romano F.,Cortez P.
Using supervised and one-class automated machine learning for predictive maintenance
Applied Soft Computing, 131, , 2022
Using supervised and one-class automated machine learning for predictive maintenance
Applied Soft Computing, 131, , 2022
33
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
RanCoord — A random geographic coordinates generator for transport and logistics research and development activities[Formula presented]
Software Impacts, 14, , 2022
34
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, 19485-19499, 2022
Deep autoencoders for acoustic anomaly detection: experiments with working machine and in-vehicle audio
Neural Computing and Applications, 34, 19485-19499, 2022
35
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
Categorical Attribute traNsformation Environment (CANE): A python module for categorical to numeric data preprocessing[Formula presented]
Software Impacts, 13, , 2022
36
Ferreira L.,Silva L.,Pinho D.,Morais F.,Martins C.M.,Pires P.M.,Fidalgo P.,Rodrigues H.,Cortez P.,Pilastri A.
A federated machine learning approach to detect international revenue share fraud on the 5G edge
Proceedings of the ACM Symposium on Applied Computing, 1432-1439, 2022
A federated machine learning approach to detect international revenue share fraud on the 5G edge
Proceedings of the ACM Symposium on Applied Computing, 1432-1439, 2022
37
Ribeiro D.,Matos L.M.,Moreira G.,Pilastri A.,Cortez P.
Isolation Forests and Deep Autoencoders for Industrial Screw Tightening Anomaly Detection
Computers, 11, , 2022
Isolation Forests and Deep Autoencoders for Industrial Screw Tightening Anomaly Detection
Computers, 11, , 2022
38
Macedo L.,Matos L.M.,Cortez P.,Domingues A.,Moreira G.,Pilastri A.
A Machine Learning Approach for Spare Parts Lifetime Estimation
International Conference on Agents and Artificial Intelligence, 3, 765-772, 2022
A Machine Learning Approach for Spare Parts Lifetime Estimation
International Conference on Agents and Artificial Intelligence, 3, 765-772, 2022
39
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
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 13756 LNCS, 465-473, 2022
A Sequence to Sequence Long Short-Term Memory Network for Footwear Sales Forecasting
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 13756 LNCS, 465-473, 2022
40
Carvalho H.S.,Pilastri A.,Matta A.,Matos L.M.,Novais R.,Cortez P.
An Intelligent Decision Support System for Road Freight Transport
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 13756 LNCS, 146-156, 2022
An Intelligent Decision Support System for Road Freight Transport
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 13756 LNCS, 146-156, 2022
41
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
Procedia Computer Science, 207, 2301-2310, 2022
Predicting Yarn Breaks in Textile Fabrics: A Machine Learning Approach
Procedia Computer Science, 207, 2301-2310, 2022
42
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
Proceedings of the International Joint Conference on Neural Networks, 2022-July, , 2022
A Deep Learning Approach to Prevent Problematic Movements of Industrial Workers Based on Inertial Sensors
Proceedings of the International Joint Conference on Neural Networks, 2022-July, , 2022
43
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
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 13566 LNAI, 551-562, 2022
A Comparison of Automated Time Series Forecasting Tools for Smart Cities
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 13566 LNAI, 551-562, 2022
44
Maglogiannis I.,Iliadis L.,Macintyre J.,Cortez P.
Preface
IFIP Advances in Information and Communication Technology, 652 IFIP, v-viii, 2022
Preface
IFIP Advances in Information and Communication Technology, 652 IFIP, v-viii, 2022
45
Fontes G.,Matos L.M.,Matta A.,Pilastri A.,Cortez P.
An Empirical Study on Anomaly Detection Algorithms for Extremely Imbalanced Datasets
IFIP Advances in Information and Communication Technology, 646 IFIP, 85-95, 2022
An Empirical Study on Anomaly Detection Algorithms for Extremely Imbalanced Datasets
IFIP Advances in Information and Communication Technology, 646 IFIP, 85-95, 2022
46
Sousa A.,Ferreira L.,Ribeiro R.,Xavier J.,Pilastri A.,Cortez P.
Production Time Prediction for Contract Manufacturing Industries Using Automated Machine Learning
IFIP Advances in Information and Communication Technology, 647 IFIP, 262-273, 2022
Production Time Prediction for Contract Manufacturing Industries Using Automated Machine Learning
IFIP Advances in Information and Communication Technology, 647 IFIP, 262-273, 2022
47
Maglogiannis I.,Iliadis L.,Macintyre J.,Cortez P.
Preface
IFIP Advances in Information and Communication Technology, 647 IFIP, v-ix, 2022
Preface
IFIP Advances in Information and Communication Technology, 647 IFIP, v-ix, 2022
48
Maglogiannis I.,Iliadis L.,Macintyre J.,Cortez P.
Preface
IFIP Advances in Information and Communication Technology, 646 IFIP, v-ix, 2022
Preface
IFIP Advances in Information and Communication Technology, 646 IFIP, v-ix, 2022
49
Silva A.J.,Cortez P.
An Industry 4.0 Intelligent Decision Support System for Analytical Laboratories
IFIP Advances in Information and Communication Technology, 647 IFIP, 159-169, 2022
An Industry 4.0 Intelligent Decision Support System for Analytical Laboratories
IFIP Advances in Information and Communication Technology, 647 IFIP, 159-169, 2022
50
Galvão J.,Ribeiro D.,Machado I.,Ferreira F.,Gonçalves J.,Faria R.,Moreira G.,Costa C.,Cortez P.,Santos M.Y.
Bosch’s Industry 4.0 Advanced Data Analytics: Historical and Predictive Data Integration for Decision Support
Lecture Notes in Business Information Processing, 446 LNBIP, 580-596, 2022
Bosch’s Industry 4.0 Advanced Data Analytics: Historical and Predictive Data Integration for Decision Support
Lecture Notes in Business Information Processing, 446 LNBIP, 580-596, 2022
51
Fernandes J.M.,Costa A.,Cortez P.
Author placement in Computer Science: a study based on the careers of ACM Fellows
Scientometrics, 127, 351-368, 2022
Author placement in Computer Science: a study based on the careers of ACM Fellows
Scientometrics, 127, 351-368, 2022
52
Silva A.J.,Cortez P.,Pereira C.,Pilastri A.
Business analytics in Industry 4.0: A systematic review
Expert Systems, 38, , 2021
Business analytics in Industry 4.0: A systematic review
Expert Systems, 38, , 2021
53
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, , 2021
Advancing logistics 4.0 with the implementation of a big data warehouse: A demonstration case for the automotive industry
Electronics (Switzerland), 10, , 2021
54
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
Predictive and prescriptive analytics in transportation geotechnics: Three case studies
Transportation Engineering, 5, , 2021
55
Ferreira L.,Pilastri A.,Martins C.M.,Pires P.M.,Cortez P.
A Comparison of AutoML Tools for Machine Learning, Deep Learning and XGBoost
Proceedings of the International Joint Conference on Neural Networks, 2021-July, , 2021
A Comparison of AutoML Tools for Machine Learning, Deep Learning and XGBoost
Proceedings of the International Joint Conference on Neural Networks, 2021-July, , 2021
56
Pereira P.J.,Cortez P.,Mendes R.
Multi-objective Grammatical Evolution of Decision Trees for Mobile Marketing user conversion prediction
Expert Systems with Applications, 168, , 2021
Multi-objective Grammatical Evolution of Decision Trees for Mobile Marketing user conversion prediction
Expert Systems with Applications, 168, , 2021
57
Fernandes E.,Moro S.,Cortez P.,Batista F.,Ribeiro R.
A data-driven approach to measure restaurant performance by combining online reviews with historical sales data
International Journal of Hospitality Management, 94, , 2021
A data-driven approach to measure restaurant performance by combining online reviews with historical sales data
International Journal of Hospitality Management, 94, , 2021
58
Gonçalves J.N.C.,Cortez P.,Carvalho M.S.,Frazão N.M.
A multivariate approach for multi-step demand forecasting in assembly industries: Empirical evidence from an automotive supply chain
Decision Support Systems, 142, , 2021
A multivariate approach for multi-step demand forecasting in assembly industries: Empirical evidence from an automotive supply chain
Decision Support Systems, 142, , 2021
59
Zola P.,Cortez P.,Brentari E.
Twitter alloy steel disambiguation and user relevance via one-class and two-class news titles classifiers
Neural Computing and Applications, 33, 1245-1260, 2021
Twitter alloy steel disambiguation and user relevance via one-class and two-class news titles classifiers
Neural Computing and Applications, 33, 1245-1260, 2021
60
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
A systematic literature review about dimensioning safety stock under uncertainties and risks in the procurement process
Operations Research Perspectives, 8, , 2021
61
Matos L.M.,Domingues A.,Moreira G.,Cortez P.,Pilastri A.
A Comparison of Machine Learning Approaches for Predicting In-Car Display Production Quality
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 13113 LNCS, 3-11, 2021
A Comparison of Machine Learning Approaches for Predicting In-Car Display Production Quality
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 13113 LNCS, 3-11, 2021
62
Ribeiro R.,Pilastri A.,Carvalho H.,Matta A.,Pereira P.J.,Rocha P.,Alves M.,Cortez P.
An Intelligent Decision Support System for Production Planning in Garments Industry
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 13113 LNCS, 378-386, 2021
An Intelligent Decision Support System for Production Planning in Garments Industry
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 13113 LNCS, 378-386, 2021
63
Ferreira L.,Pilastri A.,Sousa V.,Romano F.,Cortez P.
Prediction of Maintenance Equipment Failures Using Automated Machine Learning
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 13113 LNCS, 259-267, 2021
Prediction of Maintenance Equipment Failures Using Automated Machine Learning
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 13113 LNCS, 259-267, 2021
64
Ribeiro D.,Matos L.M.,Cortez P.,Moreira G.,Pilastri A.
A Comparison of Anomaly Detection Methods for Industrial Screw Tightening
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12950 LNCS, 485-500, 2021
A Comparison of Anomaly Detection Methods for Industrial Screw Tightening
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12950 LNCS, 485-500, 2021
65
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
Procedia Computer Science, 192, 298-307, 2021
Using deep autoencoders for in-vehicle audio anomaly detection
Procedia Computer Science, 192, 298-307, 2021
66
Pereira P.J.,Pereira A.,Cortez P.,Pilastri A.
A Comparison of Machine Learning Methods for Extremely Unbalanced Industrial Quality Data
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12981 LNAI, 561-572, 2021
A Comparison of Machine Learning Methods for Extremely Unbalanced Industrial Quality Data
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12981 LNAI, 561-572, 2021
67
Coelho G.,Pereira P.,Matos L.,Ribeiro A.,Nunes E.C.,Ferreira A.,Cortez P.,Pilastri A.
Deep Dense and Convolutional Autoencoders for Machine Acoustic Anomaly Detection
IFIP Advances in Information and Communication Technology, 627, 337-348, 2021
Deep Dense and Convolutional Autoencoders for Machine Acoustic Anomaly Detection
IFIP Advances in Information and Communication Technology, 627, 337-348, 2021
68
Silva A.J.,Cortez P.
An Automated Machine Learning Approach for Predicting Chemical Laboratory Material Consumption
IFIP Advances in Information and Communication Technology, 627, 105-116, 2021
An Automated Machine Learning Approach for Predicting Chemical Laboratory Material Consumption
IFIP Advances in Information and Communication Technology, 627, 105-116, 2021
69
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, 273-294, 2021
K-means clustering combined with principal component analysis for material profiling in automotive supply chains
European Journal of Industrial Engineering, 15, 273-294, 2021
70
Ferreira L.,Pilastri A.,Martins C.,Santos P.,Cortez P.
A Scalable and Automated Machine Learning Framework to Support Risk Management
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12613 LNAI, 291-307, 2021
A Scalable and Automated Machine Learning Framework to Support Risk Management
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12613 LNAI, 291-307, 2021
71
Fernandes J.M.,Cortez P.
Alphabetic order of authors in scholarly publications: a bibliometric study for 27 scientific fields
Scientometrics, 125, 2773-2792, 2020
Alphabetic order of authors in scholarly publications: a bibliometric study for 27 scientific fields
Scientometrics, 125, 2773-2792, 2020
72
Cortez P.,Bifet A.
Fifth special issue on knowledge discovery and business intelligence
Expert Systems, 37, , 2020
Fifth special issue on knowledge discovery and business intelligence
Expert Systems, 37, , 2020
73
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, 121, 438-447, 2020
A cross-cultural case study of consumers' communications about a new technological product
Journal of Business Research, 121, 438-447, 2020
74
Zola P.,Ragno C.,Cortez P.
A Google Trends spatial clustering approach for a worldwide Twitter user geolocation
Information Processing and Management, 57, , 2020
A Google Trends spatial clustering approach for a worldwide Twitter user geolocation
Information Processing and Management, 57, , 2020
75
Fernandes G.,Oliveira N.,Cortez P.,Mendes R.
A realistic scooter rebalancing system via metaheuristics
GECCO 2020 Companion - Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion, 265-266, 2020
A realistic scooter rebalancing system via metaheuristics
GECCO 2020 Companion - Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion, 265-266, 2020
76
Cortez P.,Pereira P.J.,Mendes R.
Multi-step time series prediction intervals using neuroevolution
Neural Computing and Applications, 32, 8939-8953, 2020
Multi-step time series prediction intervals using neuroevolution
Neural Computing and Applications, 32, 8939-8953, 2020
77
Gonçalves S.,Cortez P.,Moro S.
A deep learning classifier for sentence classification in biomedical and computer science abstracts
Neural Computing and Applications, 32, 6793-6807, 2020
A deep learning classifier for sentence classification in biomedical and computer science abstracts
Neural Computing and Applications, 32, 6793-6807, 2020
78
Zola P.,Cortez P.,Tesconi M.
Using Google Trends, Gaussian Mixture Models and DBSCAN for the Estimation of Twitter User Home Location
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12253 LNCS, 526-534, 2020
Using Google Trends, Gaussian Mixture Models and DBSCAN for the Estimation of Twitter User Home Location
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 12253 LNCS, 526-534, 2020
79
Gonçalves J.N.C.,Sameiro Carvalho M.,Cortez P.
Operations research models and methods for safety stock determination: A review
Operations Research Perspectives, 7, , 2020
Operations research models and methods for safety stock determination: A review
Operations Research Perspectives, 7, , 2020
80
Silva A.J.,Cortez P.,Pilastri A.
Chemical Laboratories 4.0: A Two-Stage Machine Learning System for Predicting the Arrival of Samples
IFIP Advances in Information and Communication Technology, 584 IFIP, 232-243, 2020
Chemical Laboratories 4.0: A Two-Stage Machine Learning System for Predicting the Arrival of Samples
IFIP Advances in Information and Communication Technology, 584 IFIP, 232-243, 2020
81
Ribeiro R.,Pilastri A.,Moura C.,Rodrigues F.,Rocha R.,Morgado J.,Cortez P.
Predicting Physical Properties of Woven Fabrics via Automated Machine Learning and Textile Design and Finishing Features
IFIP Advances in Information and Communication Technology, 584 IFIP, 244-255, 2020
Predicting Physical Properties of Woven Fabrics via Automated Machine Learning and Textile Design and Finishing Features
IFIP Advances in Information and Communication Technology, 584 IFIP, 244-255, 2020
82
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
ICEIS 2020 - Proceedings of the 22nd International Conference on Enterprise Information Systems, 1, 548-555, 2020
Predicting the tear strength of woven fabrics via automated machine learning: An application of the CRISP-DM methodology
ICEIS 2020 - Proceedings of the 22nd International Conference on Enterprise Information Systems, 1, 548-555, 2020
83
Ferreira L.,Pilastri A.,Martins C.,Santos P.,Cortez P.
An automated and distributed machine learning framework for telecommunications risk management
ICAART 2020 - Proceedings of the 12th International Conference on Agents and Artificial Intelligence, 2, 99-107, 2020
An automated and distributed machine learning framework for telecommunications risk management
ICAART 2020 - Proceedings of the 12th International Conference on Agents and Artificial Intelligence, 2, 99-107, 2020
84
Tinoco J.,Gomes Correia A.,Cortez P.,Toll D.
Combining Artificial Neural Networks and Genetic Algorithms for Rock Cuttings Slopes Stability Condition Identification
Springer Series in Geomechanics and Geoengineering, 196-209, 2020
Combining Artificial Neural Networks and Genetic Algorithms for Rock Cuttings Slopes Stability Condition Identification
Springer Series in Geomechanics and Geoengineering, 196-209, 2020
85
Correia A.G.,Cortez P.,Tinoco J.,Lamas L.
Preface
Springer Series in Geomechanics and Geoengineering, v-vi, 2020
Preface
Springer Series in Geomechanics and Geoengineering, v-vi, 2020
86
Moro S.,Pires G.,Rita P.,Cortez P.
A text mining and topic modelling perspective of ethnic marketing research
Journal of Business Research, 103, 275-285, 2019
A text mining and topic modelling perspective of ethnic marketing research
Journal of Business Research, 103, 275-285, 2019
87
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, 1469-1499, 2019
Social Media Cross-Source and Cross-Domain Sentiment Classification
International Journal of Information Technology and Decision Making, 18, 1469-1499, 2019
88
Matos L.M.,Cortez P.,Mendes R.,Moreau A.
Using Deep Learning for Mobile Marketing User Conversion Prediction
Proceedings of the International Joint Conference on Neural Networks, 2019-July, , 2019
Using Deep Learning for Mobile Marketing User Conversion Prediction
Proceedings of the International Joint Conference on Neural Networks, 2019-July, , 2019
89
Zola P.,Cortez P.,Carpita M.
Twitter user geolocation using web country noun searches
Decision Support Systems, 120, 50-59, 2019
Twitter user geolocation using web country noun searches
Decision Support Systems, 120, 50-59, 2019
90
Tinoco J.,Correia A.G.,Cortez P.,Toll D.
Artificial neural networks for soil embankments stability condition identification
17th European Conference on Soil Mechanics and Geotechnical Engineering, ECSMGE 2019 - Proceedings, , 2019
Artificial neural networks for soil embankments stability condition identification
17th European Conference on Soil Mechanics and Geotechnical Engineering, ECSMGE 2019 - Proceedings, , 2019
91
Tinoco J.,Correia A.G.,Cortez P.,Toll D.
Artificial Neural Networks for Rock and Soil Cutting Slopes Stability Condition Prediction
Sustainable Civil Infrastructures, 105-114, 2019
Artificial Neural Networks for Rock and Soil Cutting Slopes Stability Condition Prediction
Sustainable Civil Infrastructures, 105-114, 2019
92
Matos L.M.,Cortez P.,Mendes R.C.,Moreau A.
Using deep learning for ordinal classification of mobile marketing user conversion
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11871 LNCS, 60-67, 2019
Using deep learning for ordinal classification of mobile marketing user conversion
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11871 LNCS, 60-67, 2019
93
Pereira P.J.,Pinto P.,Mendes R.,Cortez P.,Moreau A.
Using Neuroevolution for Predicting Mobile Marketing Conversion
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11805 LNAI, 373-384, 2019
Using Neuroevolution for Predicting Mobile Marketing Conversion
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11805 LNAI, 373-384, 2019
94
Cortez P.,Magalhães L.,Branco P.,Portela C.F.,Adão T.
Preface
Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST, 273, v-vi, 2019
Preface
Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST, 273, v-vi, 2019
95
Nova D.,Ferreira A.,Cortez P.
A Machine Learning Approach to Detect Violent Behaviour from Video
Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST, 273, 85-94, 2019
A Machine Learning Approach to Detect Violent Behaviour from Video
Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST, 273, 85-94, 2019
96
Silva S.,Cortez P.,Mendes R.,Pereira P.J.,Matos L.M.,Garcia L.
A Categorical Clustering of Publishers for Mobile Performance Marketing
Advances in Intelligent Systems and Computing, 771, 145-154, 2019
A Categorical Clustering of Publishers for Mobile Performance Marketing
Advances in Intelligent Systems and Computing, 771, 145-154, 2019
97
Afsar P.,Cortez P.,Santos H.
Automatic human trajectory destination prediction from video
Expert Systems with Applications, 110, 41-51, 2018
Automatic human trajectory destination prediction from video
Expert Systems with Applications, 110, 41-51, 2018
98
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, , 2018
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, , 2018
99
Cortez P.,Santos M.
Fourth special issue on knowledge discovery and business intelligence
Expert Systems, 35, , 2018
Fourth special issue on knowledge discovery and business intelligence
Expert Systems, 35, , 2018
100
Matos L.M.,Cortez P.,Mendes R.,Moreau A.
A Comparison of Data-Driven Approaches for Mobile Marketing User Conversion Prediction
9th International Conference on Intelligent Systems 2018: Theory, Research and Innovation in Applications, IS 2018 - Proceedings, 140-146, 2018
A Comparison of Data-Driven Approaches for Mobile Marketing User Conversion Prediction
9th International Conference on Intelligent Systems 2018: Theory, Research and Innovation in Applications, IS 2018 - Proceedings, 140-146, 2018
101
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, , 2018
Data-Driven Model for Stability Condition Prediction of Soil Embankments Based on Visual Data Features
Journal of Computing in Civil Engineering, 32, , 2018
102
Silva A.T.,Moro S.,Rita P.,Cortez P.
Unveiling the features of successful eBay smartphone sellers
Journal of Retailing and Consumer Services, 43, 311-324, 2018
Unveiling the features of successful eBay smartphone sellers
Journal of Retailing and Consumer Services, 43, 311-324, 2018
103
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, , 2018
Insights from a text mining survey on Expert Systems research from 2000 to 2016
Expert Systems, 35, , 2018
104
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, , 2018
A divide-and-conquer strategy using feature relevance and expert knowledge for enhancing a data mining approach to bank telemarketing
Expert Systems, 35, , 2018
105
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, 338-358, 2018
Jet grouting column diameter prediction based on a data-driven approach
European Journal of Environmental and Civil Engineering, 22, 338-358, 2018
106
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, , 2018
Stability Condition Identification of Rock and Soil Cutting Slopes Based on Soft Computing
Journal of Computing in Civil Engineering, 32, , 2018
107
Gonçalves S.,Cortez P.,Moro S.
A deep learning approach for sentence classification of scientific abstracts
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11141 LNCS, 479-488, 2018
A deep learning approach for sentence classification of scientific abstracts
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11141 LNCS, 479-488, 2018
108
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, 1-7, 2018
Research trends on Big Data in Marketing: A text mining and topic modeling based literature analysis
European Research on Management and Business Economics, 24, 1-7, 2018
109
Oshodi O.,Ejohwomu O.,Famakin I.,Cortez P.
Comparing univariate techniques for tender price index forecasting: Box-Jenkins and neural network model
Construction Economics and Building, 17, 109-123, 2017
Comparing univariate techniques for tender price index forecasting: Box-Jenkins and neural network model
Construction Economics and Building, 17, 109-123, 2017
110
Moro S.,Rita P.,Cortez P.
A text mining approach to analyzing Annals literature
Annals of Tourism Research, 66, 208-210, 2017
A text mining approach to analyzing Annals literature
Annals of Tourism Research, 66, 208-210, 2017
111
Hamdi ,Hadiwardoyo S.P.,Correia A.G.,Pereira P.,Cortez P.
Prediction of surface distress using neural networks
AIP Conference Proceedings, 1855, , 2017
Prediction of surface distress using neural networks
AIP Conference Proceedings, 1855, , 2017
112
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, 1515-1523, 2017
A framework for increasing the value of predictive data-driven models by enriching problem domain characterization with novel features
Neural Computing and Applications, 28, 1515-1523, 2017
113
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, 125-144, 2017
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, 125-144, 2017
114
Cortez P.,Santos M.
Third special issue on knowledge discovery and business intelligence
Expert Systems, 34, , 2017
Third special issue on knowledge discovery and business intelligence
Expert Systems, 34, , 2017
115
116
Afsar P.,Cortez P.,Santos H.
Human skeleton detection from semi-constrained environment video
VISIGRAPP 2017 - Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, 5, 384-389, 2017
Human skeleton detection from semi-constrained environment video
VISIGRAPP 2017 - Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, 5, 384-389, 2017
117
Tinoco J.,Correia A.G.,Cortez P.,Toll D.
Data-driven classification approaches for stability condition prediction of soil cutting slopes
ICSMGE 2017 - 19th International Conference on Soil Mechanics and Geotechnical Engineering, 2017-September, 3529-3532, 2017
Data-driven classification approaches for stability condition prediction of soil cutting slopes
ICSMGE 2017 - 19th International Conference on Soil Mechanics and Geotechnical Engineering, 2017-September, 3529-3532, 2017
118
Cunha P.,Ferreira A.,Cortez P.
Mining rational team concert repositories: A case study on a software project
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10423 LNAI, 537-548, 2017
Mining rational team concert repositories: A case study on a software project
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10423 LNAI, 537-548, 2017
119
Pereira P.J.,Cortez P.,Mendes R.
Multi-objective learning of neural network time series prediction intervals
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10423 LNAI, 561-572, 2017
Multi-objective learning of neural network time series prediction intervals
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10423 LNAI, 561-572, 2017
120
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
Advances in Intelligent Systems and Computing, 527, 267-276, 2017
Forecasting store foot traffic using facial recognition, time series and support vector machines
Advances in Intelligent Systems and Computing, 527, 267-276, 2017
121
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, 484-495, 2016
Using data mining algorithms to predict the bond strength of NSM FRP systems in concrete
Construction and Building Materials, 126, 484-495, 2016
122
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, 145-156, 2016
A framework for improving routing configurations using multi-objective optimization mechanisms
Journal of Communications Software and Systems, 12, 145-156, 2016
123
Cortez P.,Oliveira N.,Ferreira J.P.
Measuring user influence in financial microblogs: Experiments using StockTwits data
ACM International Conference Proceeding Series, 13-15-June-2016, , 2016
Measuring user influence in financial microblogs: Experiments using StockTwits data
ACM International Conference Proceeding Series, 13-15-June-2016, , 2016
124
Oliveira N.,Cortez P.,Areal N.
Stock market sentiment lexicon acquisition using microblogging data and statistical measures
Decision Support Systems, 85, 62-73, 2016
Stock market sentiment lexicon acquisition using microblogging data and statistical measures
Decision Support Systems, 85, 62-73, 2016
125
Oliveira N.,Cortez P.,Areal N.
Sentiment analysis of stock market behavior from twitter using the R tool
Text Mining and Visualization: Case Studies Using Open-Source Tools, 223-240, 2016
Sentiment analysis of stock market behavior from twitter using the R tool
Text Mining and Visualization: Case Studies Using Open-Source Tools, 223-240, 2016
126
Parente M.,Correia A.G.,Cortez P.
A Novel Integrated Optimization System for Earthwork Tasks
Transportation Research Procedia, 14, 3601-3610, 2016
A Novel Integrated Optimization System for Earthwork Tasks
Transportation Research Procedia, 14, 3601-3610, 2016
127
Parente M.,Correia A.G.,Cortez P.
Metaheuristics, Data Mining and Geographic Information Systems for Earthworks Equipment Allocation
Procedia Engineering, 143, 506-513, 2016
Metaheuristics, Data Mining and Geographic Information Systems for Earthworks Equipment Allocation
Procedia Engineering, 143, 506-513, 2016
128
Freitas E.,Tinoco J.,Soares F.,Costa J.,Cortez P.,Pereira P.
Modelling Tyre-Road Noise with Data Mining Techniques
Archives of Acoustics, 40, 547-560, 2015
Modelling Tyre-Road Noise with Data Mining Techniques
Archives of Acoustics, 40, 547-560, 2015
129
Afsar P.,Cortez P.,Santos H.
Automatic visual detection of human behavior: A review from 2000 to 2014
Expert Systems with Applications, 42, 6935-6956, 2015
Automatic visual detection of human behavior: A review from 2000 to 2014
Expert Systems with Applications, 42, 6935-6956, 2015
130
Cortez P.,Santos M.F.
Recent advances on knowledge discovery and business intelligence
Expert Systems, 32, 433-434, 2015
Recent advances on knowledge discovery and business intelligence
Expert Systems, 32, 433-434, 2015
131
Parente M.,Cortez P.,Gomes Correia A.
An evolutionary multi-objective optimization system for earthworks
Expert Systems with Applications, 42, 6674-6685, 2015
An evolutionary multi-objective optimization system for earthworks
Expert Systems with Applications, 42, 6674-6685, 2015
132
Moro S.,Cortez P.,Rita P.
Business intelligence in banking: A literature analysis from 2002 to 2013 using text mining and latent Dirichlet allocation
Expert Systems with Applications, 42, 1314-1324, 2015
Business intelligence in banking: A literature analysis from 2002 to 2013 using text mining and latent Dirichlet allocation
Expert Systems with Applications, 42, 1314-1324, 2015
133
Parente M.,Correia A.G.,Cortez P.
Modern optimization in earthwork construction
Geotechnical Engineering for Infrastructure and Development - Proceedings of the XVI European Conference on Soil Mechanics and Geotechnical Engineering, ECSMGE 2015, 2, 343-348, 2015
Modern optimization in earthwork construction
Geotechnical Engineering for Infrastructure and Development - Proceedings of the XVI European Conference on Soil Mechanics and Geotechnical Engineering, ECSMGE 2015, 2, 343-348, 2015
134
Afsar P.,Cortez P.,Santos H.
Automatic human action recognition from video using Hidden Markov Model
Proceedings - IEEE 18th International Conference on Computational Science and Engineering, CSE 2015, 105-109, 2015
Automatic human action recognition from video using Hidden Markov Model
Proceedings - IEEE 18th International Conference on Computational Science and Engineering, CSE 2015, 105-109, 2015
135
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, 751-761, 2015
The data mining applied for the prediction of highway roughness due to overloaded trucks
International Journal of Technology, 6, 751-761, 2015
136
Caetano N.,Cortez P.,Laureano R.M.S.
Using data mining for prediction of hospital length of stay: An application of the CRISP-DM methodology
Lecture Notes in Business Information Processing, 227, 149-166, 2015
Using data mining for prediction of hospital length of stay: An application of the CRISP-DM methodology
Lecture Notes in Business Information Processing, 227, 149-166, 2015
137
Fernandes K.,Vinagre P.,Cortez P.
A proactive intelligent decision support system for predicting the popularity of online news
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9273, 535-546, 2015
A proactive intelligent decision support system for predicting the popularity of online news
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9273, 535-546, 2015
138
Parente M.,Cortez P.,Correia A.G.
Combining data mining and evolutionary computation for multi-criteria optimization of earthworks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9019, 514-528, 2015
Combining data mining and evolutionary computation for multi-criteria optimization of earthworks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9019, 514-528, 2015
139
Pereira V.,Sousa P.,Cortez P.,Rio M.,Rocha M.
Comparison of single and multi-objective evolutionary algorithms for robust link-state routing
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9019, 573-587, 2015
Comparison of single and multi-objective evolutionary algorithms for robust link-state routing
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9019, 573-587, 2015
140
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, 131-139, 2015
Using customer lifetime value and neural networks to improve the prediction of bank deposit subscription in telemarketing campaigns
Neural Computing and Applications, 26, 131-139, 2015
141
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, 7281-7290, 2014
Artificial Intelligence approaches for the generation and assessment of believable human-like behaviour in virtual characters
Expert Systems with Applications, 41, 7281-7290, 2014
142
Asensio J.M.L.,Donate J.P.,Cortez P.
Evolving Artificial Neural Networks applied to generate virtual characters
IEEE Conference on Computatonal Intelligence and Games, CIG, , 2014
Evolving Artificial Neural Networks applied to generate virtual characters
IEEE Conference on Computatonal Intelligence and Games, CIG, , 2014
143
Cortez P.,Donate J.P.
Global and decomposition evolutionary support vector machine approaches for time series forecasting
Neural Computing and Applications, 25, 1053-1062, 2014
Global and decomposition evolutionary support vector machine approaches for time series forecasting
Neural Computing and Applications, 25, 1053-1062, 2014
144
Laureano R.,Caetano N.,Cortez P.
Predicting inpatient length of stay in a Portuguese hospital using the CRISP-DM methodology
RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao, 83-98, 2014
Predicting inpatient length of stay in a Portuguese hospital using the CRISP-DM methodology
RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao, 83-98, 2014
145
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, 50-60, 2014
A novel approach to predicting Young's modulus of jet grouting laboratory formulations over time using data mining techniques
Engineering Geology, 169, 50-60, 2014
146
Oliveira N.,Cortez P.,Areal N.
Automatic creation of stock market lexicons for sentiment analysis using stocktwits data
ACM International Conference Proceeding Series, 115-123, 2014
Automatic creation of stock market lexicons for sentiment analysis using stocktwits data
ACM International Conference Proceeding Series, 115-123, 2014
147
Parente M.,Correia A.G.,Cortez P.
Use of DM techniques in earthworks management: A case study
Geotechnical Special Publication, 1-8, 2014
Use of DM techniques in earthworks management: A case study
Geotechnical Special Publication, 1-8, 2014
148
Peralta Donate J.,Cortez P.
Evolutionary optimization of sparsely connected and time-lagged neural networks for time series forecasting
Applied Soft Computing Journal, 23, 432-443, 2014
Evolutionary optimization of sparsely connected and time-lagged neural networks for time series forecasting
Applied Soft Computing Journal, 23, 432-443, 2014
149
Caetano N.,Laureano R.M.S.,Cortez P.
A data-driven approach to predict hospital length of stay a portuguese case study
ICEIS 2014 - Proceedings of the 16th International Conference on Enterprise Information Systems, 1, 407-414, 2014
A data-driven approach to predict hospital length of stay a portuguese case study
ICEIS 2014 - Proceedings of the 16th International Conference on Enterprise Information Systems, 1, 407-414, 2014
150
Moro S.,Cortez P.,Rita P.
A data-driven approach to predict the success of bank telemarketing
Decision Support Systems, 62, 22-31, 2014
A data-driven approach to predict the success of bank telemarketing
Decision Support Systems, 62, 22-31, 2014
151
Tinoco J.,Gomes Correia A.,Cortez P.
Support vector machines applied to uniaxial compressive strength prediction of jet grouting columns
Computers and Geotechnics, 55, 132-140, 2014
Support vector machines applied to uniaxial compressive strength prediction of jet grouting columns
Computers and Geotechnics, 55, 132-140, 2014
152
Jurado S.,Peralta J.,Nebot A.,Mugica F.,Cortez P.
Short-term electric load forecasting using computational intelligence methods
IEEE International Conference on Fuzzy Systems, , 2013
Short-term electric load forecasting using computational intelligence methods
IEEE International Conference on Fuzzy Systems, , 2013
153
Oliveira N.,Cortez P.,Areal N.
On the predictability of stock market behavior using StockTwits sentiment and posting volume
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8154 LNAI, 355-365, 2013
On the predictability of stock market behavior using StockTwits sentiment and posting volume
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8154 LNAI, 355-365, 2013
154
155
Pereira V.,Rocha M.,Cortez P.,Rio M.,Sousa P.
A framework for robust traffic engineering using evolutionary computation
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 7943 LNCS, 1-12, 2013
A framework for robust traffic engineering using evolutionary computation
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 7943 LNCS, 1-12, 2013
156
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, 863-884, 2013
Email spam detection: A symbiotic feature selection approach fostered by evolutionary computation
International Journal of Information Technology and Decision Making, 12, 863-884, 2013
157
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, 27-32, 2013
Time series forecasting using a weighted cross-validation evolutionary artificial neural network ensemble
Neurocomputing, 109, 27-32, 2013
158
Gomes Correia A.,Cortez P.,Tinoco J.,Marques R.
Artificial intelligence applications in transportation geotechnics
Geotechnical and Geological Engineering, 31, 861-879, 2013
Artificial intelligence applications in transportation geotechnics
Geotechnical and Geological Engineering, 31, 861-879, 2013
159
Štěpnička M.,Cortez P.,Donate J.P.,Štěpničková L.
Forecasting seasonal time series with computational intelligence: On recent methods and the potential of their combinations
Expert Systems with Applications, 40, 1981-1992, 2013
Forecasting seasonal time series with computational intelligence: On recent methods and the potential of their combinations
Expert Systems with Applications, 40, 1981-1992, 2013
160
Cortez P.,Embrechts M.J.
Using sensitivity analysis and visualization techniques to open black box data mining models
Information Sciences, 225, 1-17, 2013
Using sensitivity analysis and visualization techniques to open black box data mining models
Information Sciences, 225, 1-17, 2013
161
Gama J.,May M.,Marques N.,Cortez P.,Ferreira C.A.
Preface
CEUR Workshop Proceedings, 1088, I, 2013
Preface
CEUR Workshop Proceedings, 1088, I, 2013
162
Tinoco J.,Correia A.G.,Cortez P.
Data-driven models for Uniaxial Compressive Strength prediction applied to unseen data
Modelling and Simulation 2013 - European Simulation and Modelling Conference, ESM 2013, 183-187, 2013
Data-driven models for Uniaxial Compressive Strength prediction applied to unseen data
Modelling and Simulation 2013 - European Simulation and Modelling Conference, ESM 2013, 183-187, 2013
163
Pereira V.,Sousa P.,Cortez P.,Rio M.,Rocha M.
Robust optimization of intradomain routing using Evolutionary Algorithms
Advances in Intelligent Systems and Computing, 217, 201-208, 2013
Robust optimization of intradomain routing using Evolutionary Algorithms
Advances in Intelligent Systems and Computing, 217, 201-208, 2013
164
Oliveira N.,Cortez P.,Areal N.
Some experiments on modeling stock market behavior using investor sentiment analysis and posting volume from twitter
ACM International Conference Proceeding Series, , 2013
Some experiments on modeling stock market behavior using investor sentiment analysis and posting volume from twitter
ACM International Conference Proceeding Series, , 2013
165
Tinoco J.,Correia A.G.,Cortez P.
Jet grouting mechanicals properties prediction using data mining techniques
Geotechnical Special Publication, 2082-2091, 2012
Jet grouting mechanicals properties prediction using data mining techniques
Geotechnical Special Publication, 2082-2091, 2012
166
Cortez P.
Data Mining with Multilayer Perceptrons and Support Vector Machines
Intelligent Systems Reference Library, 24, 9-25, 2012
Data Mining with Multilayer Perceptrons and Support Vector Machines
Intelligent Systems Reference Library, 24, 9-25, 2012
167
Cortez P.,Vaz R.,Rocha M.,Rio M.,Sousa P.
Evolutionary symbiotic feature selection for email spam detection
ICINCO 2012 - Proceedings of the 9th International Conference on Informatics in Control, Automation and Robotics, 1, 159-164, 2012
Evolutionary symbiotic feature selection for email spam detection
ICINCO 2012 - Proceedings of the 9th International Conference on Informatics in Control, Automation and Robotics, 1, 159-164, 2012
168
Cortez P.,Donate J.P.
Evolutionary support vector machines for time series forecasting
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 7553 LNCS, 523-530, 2012
Evolutionary support vector machines for time series forecasting
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 7553 LNCS, 523-530, 2012
169
Tinoco J.,Gomes Correia A.,Cortez P.
Jet grouting deformability modulus prediction using data mining tools
Advances in Transportation Geotechnics II - Proceedings of the 2nd International Conference on Transportation Geotechnics, ICTG 2012, 168-173, 2012
Jet grouting deformability modulus prediction using data mining tools
Advances in Transportation Geotechnics II - Proceedings of the 2nd International Conference on Transportation Geotechnics, ICTG 2012, 168-173, 2012
170
Gonzalez B.P.,Donate J.P.,Cortez P.,Sánchez G.G.,De Miguel A.S.
Parallelization of an evolving Artificial Neural Networks system to Forecast Time Series using OPENMP and MPI
2012 IEEE Conference on Evolving and Adaptive Intelligent Systems, EAIS 2012 - Proceedings, 186-191, 2012
Parallelization of an evolving Artificial Neural Networks system to Forecast Time Series using OPENMP and MPI
2012 IEEE Conference on Evolving and Adaptive Intelligent Systems, EAIS 2012 - Proceedings, 186-191, 2012
171
Calçada T.,Cortez P.,Ricardo M.
Using data mining to study the impact of topology characteristics on the performance of wireless mesh networks
IEEE Wireless Communications and Networking Conference, WCNC, 1725-1730, 2012
Using data mining to study the impact of topology characteristics on the performance of wireless mesh networks
IEEE Wireless Communications and Networking Conference, WCNC, 1725-1730, 2012
172
Cortez P.,Rio M.,Rocha M.,Sousa P.
Multi-scale Internet traffic forecasting using neural networks and time series methods
Expert Systems, 29, 143-155, 2012
Multi-scale Internet traffic forecasting using neural networks and time series methods
Expert Systems, 29, 143-155, 2012
173
Ŝtepnicka M.,Peralta J.,Cortez P.,Vavrícková L.,Gutierrez G.
Forecasting seasonal time series with computational intelligence: Contribution of a combination of distinct methods
Proceedings of the 7th Conference of the European Society for Fuzzy Logic and Technology, EUSFLAT 2011 and French Days on Fuzzy Logic and Applications, LFA 2011, 1, 464-471, 2011
Forecasting seasonal time series with computational intelligence: Contribution of a combination of distinct methods
Proceedings of the 7th Conference of the European Society for Fuzzy Logic and Technology, EUSFLAT 2011 and French Days on Fuzzy Logic and Applications, LFA 2011, 1, 464-471, 2011
174
Yu P.S.,Fan W.,Nejdl W.,Chen L.,Sun A.,Simovici D.,Baralis E.,Nguifo E.M.,Xu G.,Yin J.,Ceci M.,Cortez P.,Christen P.,Berka P.,Alves R.,Xu S.,Elomaa T.,Kosters W.,Graco W.,Wang W.,Balke W.T.,Zhao Y.
Preface
Proceedings - IEEE International Conference on Data Mining, ICDM, , 2011
Preface
Proceedings - IEEE International Conference on Data Mining, ICDM, , 2011
175
Tinoco J.,Correia A.G.,Cortez P.
A data mining approach for predicting jet grouting geomechanical parameters
Geotechnical Special Publication, 97-104, 2011
A data mining approach for predicting jet grouting geomechanical parameters
Geotechnical Special Publication, 97-104, 2011
176
Tinoco J.,Gomes Correia A.,Cortez P.
Using data mining techniques to predict deformability properties of jet grouting laboratory formulations over time
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 7026 LNAI, 491-505, 2011
Using data mining techniques to predict deformability properties of jet grouting laboratory formulations over time
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 7026 LNAI, 491-505, 2011
177
Rocha M.,Sa T.,Sousa P.,Cortez P.,Rio M.
Multiobjective evolutionary algorithms for intradomain routing optimization
2011 IEEE Congress of Evolutionary Computation, CEC 2011, 2272-2279, 2011
Multiobjective evolutionary algorithms for intradomain routing optimization
2011 IEEE Congress of Evolutionary Computation, CEC 2011, 2272-2279, 2011
178
Peralta Donate J.,Cortez P.,Gutierrez Sanchez G.,Sanchis De Miguel A.
Evolving time-lagged feedforward neural networks for time series forecasting
Genetic and Evolutionary Computation Conference, GECCO'11 - Companion Publication, 163-164, 2011
Evolving time-lagged feedforward neural networks for time series forecasting
Genetic and Evolutionary Computation Conference, GECCO'11 - Companion Publication, 163-164, 2011
179
Peralta Donate J.,Cortez P.,Sanchis De Miguel A.,Gutierrez Sanchez G.
Evolving sparsely connected neural networks for multi-step ahead forecasting
Genetic and Evolutionary Computation Conference, GECCO'11 - Companion Publication, 219-220, 2011
Evolving sparsely connected neural networks for multi-step ahead forecasting
Genetic and Evolutionary Computation Conference, GECCO'11 - Companion Publication, 219-220, 2011
180
Cortez P.,Embrechts M.J.
Opening black box Data Mining models using Sensitivity Analysis
IEEE SSCI 2011: Symposium Series on Computational Intelligence - CIDM 2011: 2011 IEEE Symposium on Computational Intelligence and Data Mining, 341-348, 2011
Opening black box Data Mining models using Sensitivity Analysis
IEEE SSCI 2011: Symposium Series on Computational Intelligence - CIDM 2011: 2011 IEEE Symposium on Computational Intelligence and Data Mining, 341-348, 2011
181
Lopes C.,Cortez P.,Sousa P.,Rocha M.,Rio M.
Symbiotic filtering for spam email detection
Expert Systems with Applications, 38, 9365-9372, 2011
Symbiotic filtering for spam email detection
Expert Systems with Applications, 38, 9365-9372, 2011
182
Sousa P.,Cortez P.,Rio M.,Rocha M.
Traffic engineering approaches using multicriteria optimization techniques
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 6649 LNCS, 104-115, 2011
Traffic engineering approaches using multicriteria optimization techniques
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 6649 LNCS, 104-115, 2011
183
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, 1257-1262, 2011
Application of data mining techniques in the estimation of the uniaxial compressive strength of jet grouting columns over time
Construction and Building Materials, 25, 1257-1262, 2011
184
Moro S.,Laureano R.M.S.,Cortez P.
Using data mining for bank direct marketing: An application of the CRISP-DM methodology
ESM 2011 - 2011 European Simulation and Modelling Conference: Modelling and Simulation 2011, 117-121, 2011
Using data mining for bank direct marketing: An application of the CRISP-DM methodology
ESM 2011 - 2011 European Simulation and Modelling Conference: Modelling and Simulation 2011, 117-121, 2011
185
Tinoco J.,Correia A.G.,Cortez P.
UNI-AXIAL compressive strength prediction of jet grouting columns using support vector machines
ESM 2011 - 2011 European Simulation and Modelling Conference: Modelling and Simulation 2011, 326-330, 2011
UNI-AXIAL compressive strength prediction of jet grouting columns using support vector machines
ESM 2011 - 2011 European Simulation and Modelling Conference: Modelling and Simulation 2011, 326-330, 2011
186
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
Advances in Intelligent and Soft Computing, 96 AISC, 283-292, 2011
Application of data mining techniques in the estimation of mechanical properties of Jet Grouting laboratory formulations over time
Advances in Intelligent and Soft Computing, 96 AISC, 283-292, 2011
187
Donate J.P.,Cortez P.,Sanchez G.G.,De Miguel A.S.
Weighted cross-validation evolving artificial neural networks to forecast time series
Advances in Intelligent and Soft Computing, 87, 147-154, 2011
Weighted cross-validation evolving artificial neural networks to forecast time series
Advances in Intelligent and Soft Computing, 87, 147-154, 2011
188
Rocha M.,Sousa P.,Cortez P.,Rio M.
Quality of Service constrained routing optimization using Evolutionary Computation
Applied Soft Computing Journal, 11, 356-364, 2011
Quality of Service constrained routing optimization using Evolutionary Computation
Applied Soft Computing Journal, 11, 356-364, 2011
189
Sousa P.,Machado A.,Rocha M.,Cortez P.,Rio M.
A collaborative approach for spam detection
Proceedings - 2nd International Conference on Evolving Internet, Internet 2010, 1st International Conference on Access Networks, Services and Technologies, Access 2010, 92-97, 2010
A collaborative approach for spam detection
Proceedings - 2nd International Conference on Evolving Internet, Internet 2010, 1st International Conference on Access Networks, Services and Technologies, Access 2010, 92-97, 2010
190
Cortez P.,Correia A.,Sousa P.,Rocha M.,Rio M.
Spam email filtering using network-level properties
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 6171 LNAI, 476-489, 2010
Spam email filtering using network-level properties
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 6171 LNAI, 476-489, 2010
191
Cortez P.
Data mining with neural networks and support vector machines using the R/rminer tool
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 6171 LNAI, 572-583, 2010
Data mining with neural networks and support vector machines using the R/rminer tool
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 6171 LNAI, 572-583, 2010
192
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, 44-58, 2010
New models for strength and deformability parameter calculation in rock masses using data-mining techniques
International Journal of Geomechanics, 11, 44-58, 2010
193
Silva F.,Cortez P.,Cadavez V.
Using multiple regression, neural networks and support vector machines to predict lamb carcasses composition
6th International Conference on Simulation and Modelling in the Food and Bio-Industry 2010, FOODSIM 2010, 41-45, 2010
Using multiple regression, neural networks and support vector machines to predict lamb carcasses composition
6th International Conference on Simulation and Modelling in the Food and Bio-Industry 2010, FOODSIM 2010, 41-45, 2010
194
Cortez P.
Sensitivity analysis for time lag selection to forecast seasonal time series using neural networks and support vector machines
Proceedings of the International Joint Conference on Neural Networks, , 2010
Sensitivity analysis for time lag selection to forecast seasonal time series using neural networks and support vector machines
Proceedings of the International Joint Conference on Neural Networks, , 2010
195
Marques R.,Gomes Correia A.,Cortez P.
Data mining applied to compaction of geomaterials
Bearing Capacity of Roads, Railways and Airfields - Proceedings of the 8th International Conference on the Bearing Capacity of Roads, Railways and Airfields, 1, 597-605, 2009
Data mining applied to compaction of geomaterials
Bearing Capacity of Roads, Railways and Airfields - Proceedings of the 8th International Conference on the Bearing Capacity of Roads, Railways and Airfields, 1, 597-605, 2009
196
Cortez P.,Lopes C.,Sousa P.,Rocha M.,Rio M.
Symbiotic Data Mining for personalized spam filtering
Proceedings - 2009 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2009, 1, 149-156, 2009
Symbiotic Data Mining for personalized spam filtering
Proceedings - 2009 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2009, 1, 149-156, 2009
197
Tinoco J.,Correia A.G.,Cortez P.
A data mining approach for jet grouting uniaxial compressive strength prediction
2009 World Congress on Nature and Biologically Inspired Computing, NABIC 2009 - Proceedings, 553-558, 2009
A data mining approach for jet grouting uniaxial compressive strength prediction
2009 World Congress on Nature and Biologically Inspired Computing, NABIC 2009 - Proceedings, 553-558, 2009
198
Cortez P.,Teixeira J.,Cerdeira A.,Almeida F.,Matos T.,Reis J.
Using data mining for wine quality assessment
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 5808 LNAI, 66-79, 2009
Using data mining for wine quality assessment
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 5808 LNAI, 66-79, 2009
199
Costa R.,Cachulo N.,Cortez P.
An intelligent alarm management system for large-scale telecommunication companies
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 5816 LNAI, 386-399, 2009
An intelligent alarm management system for large-scale telecommunication companies
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 5816 LNAI, 386-399, 2009
200
Cortez P.,Cerdeira A.,Almeida F.,Matos T.,Reis J.
Modeling wine preferences by data mining from physicochemical properties
Decision Support Systems, 47, 547-553, 2009
Modeling wine preferences by data mining from physicochemical properties
Decision Support Systems, 47, 547-553, 2009