Kelwin Alexander Fernandes Correia
AuthID: R-006-HDN
1
TITLE: Partially Monotonic Learning for Neural Networks
AUTHORS: Trindade, J; Vinagre, J ; Fernandes, K; Paiva, N; Jorge, A ;
PUBLISHED: 2021, SOURCE: 19th International Symposium on Intelligent Data Analysis (IDA) in ADVANCES IN INTELLIGENT DATA ANALYSIS XIX, IDA 2021, VOLUME: 12695
AUTHORS: Trindade, J; Vinagre, J ; Fernandes, K; Paiva, N; Jorge, A ;
PUBLISHED: 2021, SOURCE: 19th International Symposium on Intelligent Data Analysis (IDA) in ADVANCES IN INTELLIGENT DATA ANALYSIS XIX, IDA 2021, VOLUME: 12695
2
TITLE: Directional Support Vector Machines
AUTHORS: Diogo Pernes ; Kelwin Fernande; Jaime S Cardoso ;
PUBLISHED: 2019, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 9, ISSUE: 4
AUTHORS: Diogo Pernes ; Kelwin Fernande; Jaime S Cardoso ;
PUBLISHED: 2019, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 9, ISSUE: 4
3
TITLE: Sparse Multi-Bending Snakes
AUTHORS: Ricardo J Araujo ; Kelwin Fernandes; Jaime S Cardoso ;
PUBLISHED: 2019, SOURCE: IEEE TRANSACTIONS ON IMAGE PROCESSING, VOLUME: 28, ISSUE: 8
AUTHORS: Ricardo J Araujo ; Kelwin Fernandes; Jaime S Cardoso ;
PUBLISHED: 2019, SOURCE: IEEE TRANSACTIONS ON IMAGE PROCESSING, VOLUME: 28, ISSUE: 8
4
TITLE: How to produce complementary explanations using an Ensemble Model
AUTHORS: Silva, W ; Fernandes, K; Cardoso, JS ;
PUBLISHED: 2019, SOURCE: International Joint Conference on Neural Networks (IJCNN) in 2019 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), VOLUME: 2019-July
AUTHORS: Silva, W ; Fernandes, K; Cardoso, JS ;
PUBLISHED: 2019, SOURCE: International Joint Conference on Neural Networks (IJCNN) in 2019 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), VOLUME: 2019-July
5
TITLE: Towards a Joint Approach to Produce Decisions and Explanations Using CNNs
AUTHORS: Isabel Rio Torto ; Kelwin Fernandes; Luis F. Teixeira ;
PUBLISHED: 2019, SOURCE: 9th Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2019 in Pattern Recognition and Image Analysis - 9th Iberian Conference, IbPRIA 2019, Madrid, Spain, July 1-4, 2019, Proceedings, Part I, VOLUME: 11867
AUTHORS: Isabel Rio Torto ; Kelwin Fernandes; Luis F. Teixeira ;
PUBLISHED: 2019, SOURCE: 9th Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2019 in Pattern Recognition and Image Analysis - 9th Iberian Conference, IbPRIA 2019, Madrid, Spain, July 1-4, 2019, Proceedings, Part I, VOLUME: 11867
6
TITLE: A Machine Learning Based Quality of Service Estimator for Aerial Wireless Networks
AUTHORS: Eduardo Nuno Almeida ; Kelwin Fernandes; Francisco Andrade; Pedro Silva; Rui Campos ; Manuel Ricardo ;
PUBLISHED: 2019, SOURCE: 15th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob) in 2019 INTERNATIONAL CONFERENCE ON WIRELESS AND MOBILE COMPUTING, NETWORKING AND COMMUNICATIONS (WIMOB), VOLUME: 2019-October
AUTHORS: Eduardo Nuno Almeida ; Kelwin Fernandes; Francisco Andrade; Pedro Silva; Rui Campos ; Manuel Ricardo ;
PUBLISHED: 2019, SOURCE: 15th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob) in 2019 INTERNATIONAL CONFERENCE ON WIRELESS AND MOBILE COMPUTING, NETWORKING AND COMMUNICATIONS (WIMOB), VOLUME: 2019-October
7
TITLE: Quality-based Regularization for Iterative Deep Image Segmentation
AUTHORS: Rebelo, J; Fernandes, K; Cardoso, JS ;
PUBLISHED: 2019, SOURCE: 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) in 2019 41ST ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC)
AUTHORS: Rebelo, J; Fernandes, K; Cardoso, JS ;
PUBLISHED: 2019, SOURCE: 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) in 2019 41ST ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC)
8
TITLE: Sparse Multi-Bending Snakes
AUTHORS: Ricardo J Araújo ; Kelwin Fernandes; Jaime S Cardoso ;
PUBLISHED: 2019, SOURCE: IEEE Trans. Image Process., VOLUME: 28, ISSUE: 8
AUTHORS: Ricardo J Araújo ; Kelwin Fernandes; Jaime S Cardoso ;
PUBLISHED: 2019, SOURCE: IEEE Trans. Image Process., VOLUME: 28, ISSUE: 8
INDEXED IN: 
DBLP
DBLP9
TITLE: Deep Image Segmentation by Quality Inference
AUTHORS: Fernandes, K; Cruz, R ; Cardoso, JS ;
PUBLISHED: 2018, SOURCE: 2018 International Joint Conference on Neural Networks, IJCNN 2018 in 2018 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), VOLUME: 2018-July
AUTHORS: Fernandes, K; Cruz, R ; Cardoso, JS ;
PUBLISHED: 2018, SOURCE: 2018 International Joint Conference on Neural Networks, IJCNN 2018 in 2018 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), VOLUME: 2018-July
10
TITLE: Towards Complementary Explanations Using Deep Neural Networks
AUTHORS: Wilson Silva ; Kelwin Fernandes; Maria João Cardoso; Jaime S Cardoso ;
PUBLISHED: 2018, SOURCE: 1st International Workshop on Machine Learning in Clinical Neuroimaging, MLCN 2018, 1st International Workshop on Deep Learning Fails, DLF 2018, and 1st International Workshop on Interpretability of Machine Intelligence in Medical Image Computing, iMIMIC 2018, held in conjunction with the 21st International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2018 in Understanding and Interpreting Machine Learning in Medical Image Computing Applications - First International Workshops MLCN 2018, DLF 2018, and iMIMIC 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16-20, 2018, Proceedings, VOLUME: 11038
AUTHORS: Wilson Silva ; Kelwin Fernandes; Maria João Cardoso; Jaime S Cardoso ;
PUBLISHED: 2018, SOURCE: 1st International Workshop on Machine Learning in Clinical Neuroimaging, MLCN 2018, 1st International Workshop on Deep Learning Fails, DLF 2018, and 1st International Workshop on Interpretability of Machine Intelligence in Medical Image Computing, iMIMIC 2018, held in conjunction with the 21st International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2018 in Understanding and Interpreting Machine Learning in Medical Image Computing Applications - First International Workshops MLCN 2018, DLF 2018, and iMIMIC 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16-20, 2018, Proceedings, VOLUME: 11038
