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Kelwin Fernandes
Kelwin Fernandes
NILG.AI
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Title
Cited by
Cited by
Year
A proactive intelligent decision support system for predicting the popularity of online news
K Fernandes, P Vinagre, P Cortez
Progress in Artificial Intelligence: 17th Portuguese Conference on …, 2015
3022015
Transfer learning with partial observability applied to cervical cancer screening
K Fernandes, JS Cardoso, J Fernandes
Pattern Recognition and Image Analysis: 8th Iberian Conference, IbPRIA 2017 …, 2017
3012017
Supervised deep learning embeddings for the prediction of cervical cancer diagnosis
K Fernandes, D Chicco, JS Cardoso, J Fernandes
PeerJ Computer Science 4, e154, 2018
1012018
Towards complementary explanations using deep neural networks
W Silva, K Fernandes, MJ Cardoso, JS Cardoso
Understanding and Interpreting Machine Learning in Medical Image Computing …, 2018
682018
Automated Methods for the Decision Support of Cervical Cancer Screening Using Digital Colposcopies
K Fernandes, JS Cardoso, J Fernandes
IEEE Access 6, 33910-33927, 2018
592018
Tackling class imbalance with ranking
R Cruz, K Fernandes, JS Cardoso, JFP Costa
2016 International joint conference on neural networks (IJCNN), 2182-2187, 2016
522016
Pavement pathologies classification using graph-based features
K Fernandes, L Ciobanu
2014 IEEE International Conference on Image Processing (ICIP), 793-797, 2014
502014
Understanding the decisions of CNNs: An in-model approach
I Rio-Torto, K Fernandes, LF Teixeira
Pattern Recognition Letters 133, 373-380, 2020
282020
Random Forest with Increased Generalization: A Universal Background Approach for Authorship Verification.
ML Pacheco, K Fernandes, A Porco
CLEF (Working Notes), 2015
282015
Teeth/Palate and interdental segmentation using artificial neural networks
K Fernandez, C Chang
IAPR Workshop on Artificial Neural Networks in Pattern Recognition, 175-185, 2012
282012
Hypothesis transfer learning based on structural model similarity
K Fernandes, JS Cardoso
Neural Computing and Applications 31, 3417-3430, 2019
262019
How to produce complementary explanations using an Ensemble Model
W Silva, K Fernandes, JS Cardoso
2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019
242019
A deep learning approach for the forensic evaluation of sexual assault
K Fernandes, JS Cardoso, BS Astrup
Pattern Analysis and Applications 21, 629-640, 2018
232018
Temporal segmentation of digital colposcopies
K Fernandes, JS Cardoso, J Fernandes
Pattern Recognition and Image Analysis: 7th Iberian Conference, IbPRIA 2015 …, 2015
222015
Deep image segmentation by quality inference
K Fernandes, R Cruz, JS Cardoso
2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018
212018
A Machine Learning Based Quality of Service Estimator for Aerial Wireless Networks
EN Almeida, K Fernandes, F Andrade, P Silva, R Campos, M Ricardo
2019 International Conference on Wireless and Mobile Computing, Networking …, 2019
152019
Discriminative Directional Classifiers
K Fernandes, JS Cardoso
Neurocomputing, 2016
152016
Ordinal image segmentation using deep neural networks
K Fernandes, JS Cardoso
2018 International Joint Conference on Neural Networks (IJCNN), 1-7, 2018
132018
Combining ranking with traditional methods for ordinal class imbalance
R Cruz, K Fernandes, JF Pinto Costa, M Pérez Ortiz, JS Cardoso
Advances in Computational Intelligence: 14th International Work-Conference …, 2017
132017
Deep Local Binary Patterns
K Fernandes, JS Cardoso
arXiv preprint arXiv:1711.06597, 2017
102017
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