Joaquim Pinto da Costa
Faculdade de Ciências da Universidade do Porto
.
| 2025 | Over-sampling methods for mixed data in imbalanced problems |
Communications in Statistics - Simulation and Computation | 2025 | article | ||
| 2024 | A case study on phishing detection with a machine learning net |
International Journal of Data Science and Analytics | 2024 | article | ||
| 2023 | Statistical analysis of extreme temperatures in India in the period 1951-2020 |
Theoretical and Applied Climatology | 2023 | article | ||
| 2022 | Statistical Methods with Applications in Data Mining: a Review of the Most Recent Works |
Mathematics | 2022 | article | ||
| 2021 | Clustering of Longitudinal Trajectories Using Correlation-Based Distances |
SN Computer Science | 2021 | article | ||
| 2021 | New confinement index and new perspective for comparing countries- COVID-19 |
Computer Methods and Programs in Biomedicine | 2021 | article | ||
| 2019 | Automatic Augmentation by Hill Climbing |
Artificial Neural Networks and Machine Learning - Icann 2019: Deep Learning, Pt Ii | 2019 | inproceedings | ||
| 2019 | Averse Deep Semantic Segmentation |
2019 41st Annual International Conference of the Ieee Engineering in Medicine and Biology Society (embc) | 2019 | inproceedings | ||
| 2018 | Binary ranking for ordinal class imbalance |
Pattern Analysis and Applications | 2018 | article | ||
| 2017 | Co-evolution importance on binding Hot-Spot prediction methods |
Proceedings of MOL2NET 2016, International Conference on Multidisciplinary Sciences, 2nd edition | 2017 | inproceedings | ||
| 2017 | Combining Ranking with Traditional Methods for Ordinal Class Imbalance |
Advances in Computational Intelligence, Iwann 2017, Pt Ii | 2017 | inproceedings | ||
| 2017 | Constraining Type II Error: Building Intentionally Biased Classifiers |
Advances in Computational Intelligence, Iwann 2017, Pt Ii | 2017 | inproceedings | ||
| 2017 | Ordinal Class Imbalance with Ranking |
Pattern Recognition and Image Analysis (ibpria 2017) | 2017 | inproceedings | ||
| 2016 | A Machine Learning Approach for Hot-Spot Detection at Protein-Protein Interfaces |
International Journal of Molecular Sciences | 2016 | article | ||
| 2016 | An Approach for Assessing the Distribution of Reporting Delay in Portuguese AIDS Data |
New Advances in Information Systems and Technologies, Vol 2 | 2016 | inproceedings | ||
| 2016 | Tackling Class Imbalance with Ranking |
2016 International Joint Conference on Neural Networks (ijcnn) | 2016 | inproceedings | ||
| 2016 | The sampling methodology to facilitate biodiversity assessment in public green spaces |
Urban Forestry & Urban Greening | 2016 | article | ||
| 2015 | Rankings and preferences: New results in weighted correlation and weighted principal component analysis with applications |
Rankings and Preferences: New Results in Weighted Correlation and Weighted Principal Component Analysis with Applications | 2015 | book | ||
| 2015 | The weighted rank correlation coefficient in the case of ties |
Statistics & Probability Letters | 2015 | article | ||
| 2014 | 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 | misc | ||
| 2014 | 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 | inproceedings | ||
| 2013 | A priori-driven PCA |
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | 2013 | inproceedings | ||
| 2013 | Multicriteria Models for Learning Ordinal Data: a Literature Review |
Artificial Intelligence, Evolutionary Computing and Metaheuristics - in the Footsteps of Alan Turing | 2013 | incollection | ||
| 2012 | A restricted mixture model for dietary pattern analysis in small samples |
Statistics in Medicine | 2012 | article | ||
| 2011 | A Weighted Principal Component Analysis and Its Application to Gene Expression Data |
Ieee-acm Transactions on Computational Biology and Bioinformatics | 2011 | article |