Kelwin Fernandes

Luís F. Teixeira

Pattern Recognit. Lett., 2020

2019

Sparse Multi-Bending Snakes.

[BibT_eX]

[DOI]

Ricardo J. Araújo

IEEE Trans. Image Process., 2019

Hypothesis transfer learning based on structural model similarity.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2019

A Machine Learning Based Quality of Service Estimator for Aerial Wireless Networks.

[BibT_eX]

[DOI]

Eduardo Nuno Almeida

Francisco Andrade

Pedro Moreira da Silva

Rui Campos

Manuel Ricardo

Proceedings of the 2019 International Conference on Wireless and Mobile Computing, 2019

How to produce complementary explanations using an Ensemble Model.

[BibT_eX]

[DOI]

Wilson Silva

Proceedings of the International Joint Conference on Neural Networks, 2019

Towards a Joint Approach to Produce Decisions and Explanations Using CNNs.

[BibT_eX]

[DOI]

Isabel Rio-Torto

Luís F. Teixeira

Proceedings of the Pattern Recognition and Image Analysis - 9th Iberian Conference, 2019

Quality-based Regularization for Iterative Deep Image Segmentation.

[BibT_eX]

[DOI]

José Rebelo

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018

Fundamental Topics in Machine Intelligence and their Application to Digital Colposcopy

[BibT_eX]

[DOI]

PhD thesis, 2018

Supervised deep learning embeddings for the prediction of cervical cancer diagnosis.

[BibT_eX]

[DOI]

PeerJ Comput. Sci., 2018

A deep learning approach for the forensic evaluation of sexual assault.

[BibT_eX]

[DOI]

Birgitte Schmidt Astrup

Pattern Anal. Appl., 2018

Binary ranking for ordinal class imbalance.

[BibT_eX]

[DOI]

María Pérez-Ortiz

Pattern Anal. Appl., 2018

Dimensional emotion recognition using visual and textual cues.

[BibT_eX]

[DOI]

CoRR, 2018

Automated Methods for the Decision Support of Cervical Cancer Screening Using Digital Colposcopies.

[BibT_eX]

[DOI]

IEEE Access, 2018

Towards Complementary Explanations Using Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Understanding and Interpreting Machine Learning in Medical Image Computing Applications, 2018

Deep Image Segmentation by Quality Inference.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Ordinal Image Segmentation using Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2017

Quality Assessment of Digital Colposcopies.

[BibT_eX]

[DOI]

Dataset, March, 2017

Cervical cancer (Risk Factors).

[BibT_eX]

[DOI]

Dataset, March, 2017

Deep Local Binary Patterns.

[BibT_eX]

[DOI]

CoRR, 2017

Fine-to-Coarse Ranking in Ordinal and Imbalanced Domains: An Application to Liver Transplantation.

[BibT_eX]

[DOI]

César Hervás-Martínez

Proceedings of the Advances in Computational Intelligence, 2017

Combining Ranking with Traditional Methods for Ordinal Class Imbalance.

[BibT_eX]

[DOI]

María Pérez-Ortiz

Proceedings of the Advances in Computational Intelligence, 2017

Constraining Type II Error: Building Intentionally Biased Classifiers.

[BibT_eX]

[DOI]

Proceedings of the Advances in Computational Intelligence, 2017

Transfer Learning with Partial Observability Applied to Cervical Cancer Screening.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis - 8th Iberian Conference, 2017

Automated Detection and Categorization of Genital Injuries Using Digital Colposcopy.

[BibT_eX]

[DOI]

Birgitte Schmidt Astrup

Proceedings of the Pattern Recognition and Image Analysis - 8th Iberian Conference, 2017

Ordinal Class Imbalance with Ranking.

[BibT_eX]

[DOI]

María Pérez-Ortiz

Proceedings of the Pattern Recognition and Image Analysis - 8th Iberian Conference, 2017

2016

Discriminative directional classifiers.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Learning and ensembling lexicographic preference trees with multiple kernels.

[BibT_eX]

[DOI]

Héctor Palacios

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Tackling class imbalance with ranking.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

2015

Online News Popularity.

[BibT_eX]

[DOI]

Dataset, May, 2015

Temporal Segmentation of Digital Colposcopies.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015

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

[BibT_eX]

[DOI]

Pedro Vinagre

Paulo Cortez

Proceedings of the Progress in Artificial Intelligence, 2015

Random Forest with Increased Generalization: A Universal Background Approach for Authorship Verification.

[BibT_eX]

[DOI]

Maria Leonor Pacheco

Aldo Porco

Proceedings of the Working Notes of CLEF 2015, 2015

2014

Pavement pathologies classification using graph-based features.

[BibT_eX]

[DOI]

Lucian Ciobanu

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Catalogue-Based Traffic Sign Asset Management: Towards User's Effort Minimisation.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Recognition - 11th International Conference, 2014

2012

A*mbush Family: A* Variations for Ambush Behavior and Path Diversity Generation.

[BibT_eX]

[DOI]

Glebys González

Carolina Chang

Proceedings of the Motion in Games - 5th International Conference, 2012

Teeth/Palate and Interdental Segmentation Using Artificial Neural Networks.

[BibT_eX]

[DOI]