Kelwin Fernandes

34 papers B 8C 1Misc 5Journal 10Unranked 9

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