Kelwin Fernandes

Publication Activity (10 Years)

Years Active: 2012-2021
Publications (10 Years): 26

Top Topics

Transfer Learning

Cervical Cancer

Class Imbalance

Top Venues

Publications

Joana Trindade, João Vinagre, Kelwin Fernandes, Nuno Paiva, Alípio Jorge
Partially Monotonic Learning for Neural Networks. IDA (2021)
Isabel Rio-Torto, Kelwin Fernandes, Luís F. Teixeira
Understanding the decisions of CNNs: An in-model approach. Pattern Recognit. Lett. 133 (2020)
Ricardo J. Araújo, Kelwin Fernandes, Jaime S. Cardoso
Sparse Multi-Bending Snakes. IEEE Trans. Image Process. 28 (8) (2019)
Wilson Silva, Kelwin Fernandes, Jaime S. Cardoso
How to produce complementary explanations using an Ensemble Model. IJCNN (2019)
Isabel Rio-Torto, Kelwin Fernandes, Luís F. Teixeira
Towards a Joint Approach to Produce Decisions and Explanations Using CNNs. IbPRIA (1) (2019)
Eduardo Nuno Almeida, Kelwin Fernandes, Francisco Andrade, Pedro Moreira da Silva, Rui Campos, Manuel Ricardo
A Machine Learning Based Quality of Service Estimator for Aerial Wireless Networks. WiMob (2019)
José Rebelo, Kelwin Fernandes, Jaime S. Cardoso
Quality-based Regularization for Iterative Deep Image Segmentation. EMBC (2019)
Kelwin Fernandes, Jaime S. Cardoso
Hypothesis transfer learning based on structural model similarity. Neural Comput. Appl. 31 (8) (2019)
Wilson Silva, Kelwin Fernandes, Maria João Cardoso, Jaime S. Cardoso
Towards Complementary Explanations Using Deep Neural Networks. MLCN/DLF/iMIMIC@MICCAI (2018)
Kelwin Fernandes, Ricardo Cruz, Jaime S. Cardoso
Deep Image Segmentation by Quality Inference. IJCNN (2018)
Ricardo Cruz, Kelwin Fernandes, Joaquim F. Pinto da Costa, María Pérez-Ortiz, Jaime S. Cardoso
Binary ranking for ordinal class imbalance. Pattern Anal. Appl. 21 (4) (2018)
Kelwin Fernandes, Jaime S. Cardoso, Birgitte Schmidt Astrup
A deep learning approach for the forensic evaluation of sexual assault. Pattern Anal. Appl. 21 (3) (2018)
Kelwin Fernandes, Davide Chicco, Jaime S. Cardoso, Jessica Fernandes
Supervised deep learning embeddings for the prediction of cervical cancer diagnosis. PeerJ Comput. Sci. 4 (2018)
Kelwin Fernandes, Jaime S. Cardoso
Ordinal Image Segmentation using Deep Neural Networks. IJCNN (2018)
Kelwin Fernandes, Jaime S. Cardoso, Jessica Fernandes
Automated Methods for the Decision Support of Cervical Cancer Screening Using Digital Colposcopies. IEEE Access 6 (2018)
Pedro M. Ferreira, Diogo Pernes, Kelwin Fernandes, Ana Rebelo, Jaime S. Cardoso
Dimensional emotion recognition using visual and textual cues. CoRR (2018)
Ricardo Cruz, Kelwin Fernandes, Joaquim F. Pinto da Costa, María Pérez-Ortiz, Jaime S. Cardoso
Combining Ranking with Traditional Methods for Ordinal Class Imbalance. IWANN (2) (2017)
María Pérez-Ortiz, Kelwin Fernandes, Ricardo Cruz, Jaime S. Cardoso, Javier Briceño, César Hervás-Martínez
Fine-to-Coarse Ranking in Ordinal and Imbalanced Domains: An Application to Liver Transplantation. IWANN (2) (2017)
Kelwin Fernandes, Jaime S. Cardoso, Birgitte Schmidt Astrup
Automated Detection and Categorization of Genital Injuries Using Digital Colposcopy. IbPRIA (2017)
Ricardo Cruz, Kelwin Fernandes, Joaquim F. Pinto da Costa, María Pérez-Ortiz, Jaime S. Cardoso
Ordinal Class Imbalance with Ranking. IbPRIA (2017)
Ricardo Cruz, Kelwin Fernandes, Joaquim F. Pinto da Costa, Jaime S. Cardoso
Constraining Type II Error: Building Intentionally Biased Classifiers. IWANN (2) (2017)
Kelwin Fernandes, Jaime S. Cardoso
Deep Local Binary Patterns. CoRR (2017)
Kelwin Fernandes, Jaime S. Cardoso, Jessica Fernandes
Transfer Learning with Partial Observability Applied to Cervical Cancer Screening. IbPRIA (2017)
Kelwin Fernandes, Jaime S. Cardoso, Héctor Palacios
Learning and ensembling lexicographic preference trees with multiple kernels. IJCNN (2016)
Ricardo Cruz, Kelwin Fernandes, Jaime S. Cardoso, Joaquim F. Pinto da Costa
Tackling class imbalance with ranking. IJCNN (2016)
Kelwin Fernandes, Jaime S. Cardoso
Discriminative directional classifiers. Neurocomputing 207 (2016)
Kelwin Fernandes, Pedro Vinagre, Paulo Cortez
A Proactive Intelligent Decision Support System for Predicting the Popularity of Online News. EPIA (2015)
Kelwin Fernandes, Jaime S. Cardoso, Jessica Fernandes
Temporal Segmentation of Digital Colposcopies. IbPRIA (2015)
Maria Leonor Pacheco, Kelwin Fernandes, Aldo Porco
Random Forest with Increased Generalization: A Universal Background Approach for Authorship Verification. CLEF (Working Notes) (2015)
Kelwin Fernandes, Pedro F. B. Silva, Lucian Ciobanu, Paulo Fonseca
Catalogue-Based Traffic Sign Asset Management: Towards User's Effort Minimisation. ICIAR (1) (2014)
Kelwin Fernandes, Lucian Ciobanu
Pavement pathologies classification using graph-based features. ICIP (2014)
Kelwin Fernandes, Carolina Chang
Teeth/Palate and Interdental Segmentation Using Artificial Neural Networks. ANNPR (2012)
Kelwin Fernandes, Glebys González, Carolina Chang
A*mbush Family: A* Variations for Ambush Behavior and Path Diversity Generation. MIG (2012)