Algoritmi | User | Joaquim Fernando Pinto Costa
Joaquim Fernando Pinto Costa
Joaquim Fernando Pinto Costa
Personal Email
Orcid
0000-0002-3991-2715Researcher ID
FCT Public Key
Ciência ID
3F19-524A-692CGoogle Scholar
Publications (57)
Over-sampling methods for mixed data in imbalanced problems
Communications in Statistics - Simulation and Computation
2025 | journal-article
A case study on phishing detection with a machine learning net
International Journal of Data Science and Analytics
2024 | journal-article
Statistical analysis of extreme temperatures in India in the period 1951-2020
THEORETICAL AND APPLIED CLIMATOLOGY
2023 | journal-article
Statistical Methods with Applications in Data Mining: A Review of the Most Recent Works
Mathematics
2022 | journal-article
Clustering of Longitudinal Trajectories Using Correlation-Based Distances
SN Computer Science
2021 | journal-article
New confinement index and new perspective for comparing countries- COVID-19
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
2021 | journal-article
Automatic Augmentation by Hill Climbing
ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING - ICANN 2019: DEEP LEARNING, PT II
2019 | conference-paper
Averse Deep Semantic Segmentation
2019 41ST ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC)
2019 | conference-paper
Binary ranking for ordinal class imbalance
PATTERN ANALYSIS AND APPLICATIONS
2018 | journal-article
Co-evolution importance on binding Hot-Spot prediction methods
Proceedings of MOL2NET 2016, International Conference on Multidisciplinary Sciences, 2nd edition
2017 | conference-paper
Combining Ranking with Traditional Methods for Ordinal Class Imbalance
ADVANCES IN COMPUTATIONAL INTELLIGENCE, IWANN 2017, PT II
2017 | conference-paper
Constraining Type II Error: Building Intentionally Biased Classifiers
ADVANCES IN COMPUTATIONAL INTELLIGENCE, IWANN 2017, PT II
2017 | conference-paper
Ordinal Class Imbalance with Ranking
PATTERN RECOGNITION AND IMAGE ANALYSIS (IBPRIA 2017)
2017 | conference-paper
A Machine Learning Approach for Hot-Spot Detection at Protein-Protein Interfaces
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES
2016 | journal-article
An Approach for Assessing the Distribution of Reporting Delay in Portuguese AIDS Data
NEW ADVANCES IN INFORMATION SYSTEMS AND TECHNOLOGIES, VOL 2
2016 | conference-paper
Tackling Class Imbalance with Ranking
2016 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN)
2016 | conference-paper
The sampling methodology to facilitate biodiversity assessment in public green spaces
URBAN FORESTRY & URBAN GREENING
2016 | journal-article
Rankings and Preferences
SpringerBriefs in Statistics
2015 | book
The weighted rank correlation coefficient in the case of ties
STATISTICS & PROBABILITY LETTERS
2015 | journal-article
Corrigendum to "The unimodal model for the classification of ordinal data" [Neural Netw. 21, (2008) 78-79] DOI: 10.1016/j.neunet.2007.10.003.
Neural Networks
2014 | other
The incidence of AIDS in Portugal adjusted for reporting delay and underreporting
PROCEEDINGS OF THE 2014 9TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI 2014)
2014 | conference-paper
A priori-driven PCA
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2013 | journal-article
Multicriteria models for learning ordinal data: A literature review
Studies in Computational Intelligence
2013 | journal-article
A restricted mixture model for dietary pattern analysis in small samples
Statistics in Medicine
2012 | journal-article
A Weighted Principal Component Analysis and Its Application to Gene Expression Data
Ieee-Acm Transactions on Computational Biology and Bioinformatics
2011 | journal-article
Mining association rules for label ranking
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2011 | journal-article
A performance study of a consensus clustering algorithm and properties of partition graph
2010 IEEE International Conference on Computational Intelligence and Computing Research, ICCIC 2010
2010 | journal-article
An all-at-once unimodal SVM approach for ordinal classification
Proceedings - 9th International Conference on Machine Learning and Applications, ICMLA 2010
2010 | journal-article
Hierarchical medical image annotation using SVM-based approaches
Proceedings of the IEEE/EMBS Region 8 International Conference on Information Technology Applications in Biomedicine, ITAB
2010 | journal-article
Staff Detection with Stable Paths
Ieee Transactions on Pattern Analysis and Machine Intelligence
2009 | journal-article
A tripartite scorecard for the pay/no pay decision-making in the retail banking industry
Frontiers in Artificial Intelligence and Applications
2008 | journal-article
BREAST CONTOUR DETECTION WITH SHAPE PRIORS
2008 15th Ieee International Conference on Image Processing, Vols 1-5
2008 | book-chapter
Empirical evaluation of ranking trees on some metalearning problems
AAAI Workshop - Technical Report
2008 | journal-article
The unimodal model for the classification of ordinal data
Neural Networks
2008 | journal-article
A shortest path approach for staff line detection
Proceedings - 3rd International Conference on Automated Production of Cross Media Content for Multi-Channel Distribution, AXMEDIS 2007
2007 | journal-article
Learning to classify ordinal data: The data replication method
Journal of Machine Learning Research
2007 | journal-article
Letter to the editor [2]
Australian and New Zealand Journal of Statistics
2007 | journal-article
A partitional clustering algorithm validated by a clustering tendency index based on graph theory
Pattern Recognition
2006 | journal-article
12th Portuguese Conference on Artificial Intelligence, EPIA 2005 Covilha, Portugal, December 5-8, 2005 - Introduction
Progress in Artificial Intelligence, Proceedings
2005 | book-chapter
12th Portuguese Conference on Artificial Intelligence, EPIA 2005 Covilha, Portugal, December 5-8, 2005 - Introduction
PROGRESS IN ARTIFICIAL INTELLIGENCE, PROCEEDINGS
2005 | journal-article
A weighted rank measure of correlation
Australian and New Zealand Journal of Statistics
2005 | journal-article
CMB'05: Workshop on Computational Methods in Bioinformatics
2005 Portuguese Conference on Artificial Intelligence, Proceedings
2005 | book
Classification of ordinal data using neural networks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2005 | journal-article
Land cover update by supervised classification of segmented ASTER images
International Journal of Remote Sensing
2005 | journal-article
Lecture Notes in Artificial Intelligence: Introduction
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2005 | journal-article
Modelling ordinal relations with SVMs: An application to objective aesthetic evaluation of breast cancer conservative treatment
Neural Networks
2005 | journal-article
SVMs applied to objective aesthetic evaluation of conservative breast cancer treatment
Proceedings of the International Joint Conference on Neural Networks
2005 | journal-article
Clustered partial linear regression
Machine Learning
2003 | journal-article
Ranking learning algorithms: Using IBL and meta-learning on accuracy and time results
Machine Learning
2003 | journal-article
Clustered multiple regression
Data Analysis, Classification, and Related Methods
2000 | book-chapter
Clustered multiple regression
DATA ANALYSIS, CLASSIFICATION, AND RELATED METHODS
2000 | conference-paper
Clustered partial linear regression
Machine Learning: Ecml 2000
2000 | book-chapter
Measures to evaluate rankings of classification algorithms
Data Analysis, Classification, and Related Methods
2000 | book-chapter
Measures to evaluate rankings of classification algorithms
DATA ANALYSIS, CLASSIFICATION, AND RELATED METHODS
2000 | conference-paper
ARCADE: A prediction method for nominal variables
Intelligent Data Analysis
1998 | journal-article
Mining binary attributes
Data Mining
1998 | book
Methodological developments in decision trees. An application to protein secondary structure prediction
Ordinal and Symbolic Data Analysis
1996 | book
Over-sampling methods for mixed data in imbalanced problems
Communications in Statistics - Simulation and Computation
2025 | journal-article
A case study on phishing detection with a machine learning net
International Journal of Data Science and Analytics
2024 | journal-article
Statistical analysis of extreme temperatures in India in the period 1951-2020
THEORETICAL AND APPLIED CLIMATOLOGY
2023 | journal-article
Statistical Methods with Applications in Data Mining: A Review of the Most Recent Works
Mathematics
2022 | journal-article
Clustering of Longitudinal Trajectories Using Correlation-Based Distances
SN Computer Science
2021 | journal-article
New confinement index and new perspective for comparing countries- COVID-19
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
2021 | journal-article
Automatic Augmentation by Hill Climbing
ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING - ICANN 2019: DEEP LEARNING, PT II
2019 | conference-paper
Averse Deep Semantic Segmentation
2019 41ST ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC)
2019 | conference-paper
Binary ranking for ordinal class imbalance
PATTERN ANALYSIS AND APPLICATIONS
2018 | journal-article
Co-evolution importance on binding Hot-Spot prediction methods
Proceedings of MOL2NET 2016, International Conference on Multidisciplinary Sciences, 2nd edition
2017 | conference-paper
Combining Ranking with Traditional Methods for Ordinal Class Imbalance
ADVANCES IN COMPUTATIONAL INTELLIGENCE, IWANN 2017, PT II
2017 | conference-paper
Constraining Type II Error: Building Intentionally Biased Classifiers
ADVANCES IN COMPUTATIONAL INTELLIGENCE, IWANN 2017, PT II
2017 | conference-paper
Ordinal Class Imbalance with Ranking
PATTERN RECOGNITION AND IMAGE ANALYSIS (IBPRIA 2017)
2017 | conference-paper
A Machine Learning Approach for Hot-Spot Detection at Protein-Protein Interfaces
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES
2016 | journal-article
An Approach for Assessing the Distribution of Reporting Delay in Portuguese AIDS Data
NEW ADVANCES IN INFORMATION SYSTEMS AND TECHNOLOGIES, VOL 2
2016 | conference-paper
Tackling Class Imbalance with Ranking
2016 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN)
2016 | conference-paper
The sampling methodology to facilitate biodiversity assessment in public green spaces
URBAN FORESTRY & URBAN GREENING
2016 | journal-article
Rankings and Preferences
SpringerBriefs in Statistics
2015 | book
The weighted rank correlation coefficient in the case of ties
STATISTICS & PROBABILITY LETTERS
2015 | journal-article
Corrigendum to "The unimodal model for the classification of ordinal data" [Neural Netw. 21, (2008) 78-79] DOI: 10.1016/j.neunet.2007.10.003.
Neural Networks
2014 | other
The incidence of AIDS in Portugal adjusted for reporting delay and underreporting
PROCEEDINGS OF THE 2014 9TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI 2014)
2014 | conference-paper
A priori-driven PCA
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2013 | journal-article
Multicriteria models for learning ordinal data: A literature review
Studies in Computational Intelligence
2013 | journal-article
A restricted mixture model for dietary pattern analysis in small samples
Statistics in Medicine
2012 | journal-article
A Weighted Principal Component Analysis and Its Application to Gene Expression Data
Ieee-Acm Transactions on Computational Biology and Bioinformatics
2011 | journal-article
Mining association rules for label ranking
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2011 | journal-article
A performance study of a consensus clustering algorithm and properties of partition graph
2010 IEEE International Conference on Computational Intelligence and Computing Research, ICCIC 2010
2010 | journal-article
An all-at-once unimodal SVM approach for ordinal classification
Proceedings - 9th International Conference on Machine Learning and Applications, ICMLA 2010
2010 | journal-article
Hierarchical medical image annotation using SVM-based approaches
Proceedings of the IEEE/EMBS Region 8 International Conference on Information Technology Applications in Biomedicine, ITAB
2010 | journal-article
Staff Detection with Stable Paths
Ieee Transactions on Pattern Analysis and Machine Intelligence
2009 | journal-article
A tripartite scorecard for the pay/no pay decision-making in the retail banking industry
Frontiers in Artificial Intelligence and Applications
2008 | journal-article
BREAST CONTOUR DETECTION WITH SHAPE PRIORS
2008 15th Ieee International Conference on Image Processing, Vols 1-5
2008 | book-chapter
Empirical evaluation of ranking trees on some metalearning problems
AAAI Workshop - Technical Report
2008 | journal-article
The unimodal model for the classification of ordinal data
Neural Networks
2008 | journal-article
A shortest path approach for staff line detection
Proceedings - 3rd International Conference on Automated Production of Cross Media Content for Multi-Channel Distribution, AXMEDIS 2007
2007 | journal-article
Learning to classify ordinal data: The data replication method
Journal of Machine Learning Research
2007 | journal-article
Letter to the editor [2]
Australian and New Zealand Journal of Statistics
2007 | journal-article
A partitional clustering algorithm validated by a clustering tendency index based on graph theory
Pattern Recognition
2006 | journal-article
12th Portuguese Conference on Artificial Intelligence, EPIA 2005 Covilha, Portugal, December 5-8, 2005 - Introduction
Progress in Artificial Intelligence, Proceedings
2005 | book-chapter
12th Portuguese Conference on Artificial Intelligence, EPIA 2005 Covilha, Portugal, December 5-8, 2005 - Introduction
PROGRESS IN ARTIFICIAL INTELLIGENCE, PROCEEDINGS
2005 | journal-article
A weighted rank measure of correlation
Australian and New Zealand Journal of Statistics
2005 | journal-article
CMB'05: Workshop on Computational Methods in Bioinformatics
2005 Portuguese Conference on Artificial Intelligence, Proceedings
2005 | book
Classification of ordinal data using neural networks
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2005 | journal-article
Land cover update by supervised classification of segmented ASTER images
International Journal of Remote Sensing
2005 | journal-article
Lecture Notes in Artificial Intelligence: Introduction
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2005 | journal-article
Modelling ordinal relations with SVMs: An application to objective aesthetic evaluation of breast cancer conservative treatment
Neural Networks
2005 | journal-article
SVMs applied to objective aesthetic evaluation of conservative breast cancer treatment
Proceedings of the International Joint Conference on Neural Networks
2005 | journal-article
Clustered partial linear regression
Machine Learning
2003 | journal-article
Ranking learning algorithms: Using IBL and meta-learning on accuracy and time results
Machine Learning
2003 | journal-article
Clustered multiple regression
Data Analysis, Classification, and Related Methods
2000 | book-chapter
Clustered multiple regression
DATA ANALYSIS, CLASSIFICATION, AND RELATED METHODS
2000 | conference-paper
Clustered partial linear regression
Machine Learning: Ecml 2000
2000 | book-chapter
Measures to evaluate rankings of classification algorithms
Data Analysis, Classification, and Related Methods
2000 | book-chapter
Measures to evaluate rankings of classification algorithms
DATA ANALYSIS, CLASSIFICATION, AND RELATED METHODS
2000 | conference-paper
ARCADE: A prediction method for nominal variables
Intelligent Data Analysis
1998 | journal-article
Mining binary attributes
Data Mining
1998 | book
Methodological developments in decision trees. An application to protein secondary structure prediction
Ordinal and Symbolic Data Analysis
1996 | book




