E-LIB Suche - Ergebnisse für: Fernandes, Kelwin

1

Partially Monotonic Learning for Neural Networks:

, In: Advances in Intelligent Data Analysis XIX; Lecture Notes in Computer Science,

Trindade, Joana ; Vinagre, João ; Fernandes, Kelwin.. - p. 12-23 , 2021

Link: https://doi.org/10.1007/..

2

Understanding the decisions of CNNs: An in-model approach:

Rio-Torto, Isabel ; Fernandes, Kelwin ; Teixeira, Luís F.
Pattern Recognition Letters. 133 (2020) - p. 373-380 , 2020

Link: https://doi.org/10.1016/..

3

How to produce complementary explanations using an Ensemble..:

, In: 2019 International Joint Conference on Neural Networks (IJCNN),

Silva, Wilson ; Fernandes, Kelwin ; Cardoso, Jaime S. - p. 1-8 , 2019

Link: https://doi.org/10.1109/..

4

Directional Support Vector Machines:

Pernes, Diogo ; Fernandes, Kelwin ; Cardoso, Jaime S.
Applied Sciences. 9 (2019) 4 - p. 725 , 2019

Link: https://doi.org/10.3390/..

5

Towards a Joint Approach to Produce Decisions and Explanati..:

, In: Pattern Recognition and Image Analysis; Lecture Notes in Computer Science,

Rio-Torto, Isabel ; Fernandes, Kelwin ; Teixeira, Luís F. - p. 3-15 , 2019

Link: https://doi.org/10.1007/..

6

A Machine Learning Based Quality of Service Estimator for A..:

, In: 2019 International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob),

Almeida, Eduardo Nuno ; Fernandes, Kelwin ; Andrade, Francisco... - p. 1-6 , 2019

Link: https://doi.org/10.1109/..

7

A deep learning approach for the forensic evaluation of sex..:

Fernandes, Kelwin ; Cardoso, Jaime S. ; Astrup, Birgitte Schmidt
Pattern Analysis and Applications. 21 (2018) 3 - p. 629-640 , 2018

Link: https://doi.org/10.1007/..

8

Binary ranking for ordinal class imbalance:

Cruz, Ricardo ; Fernandes, Kelwin ; Costa, Joaquim F. Pinto..
Pattern Analysis and Applications. 21 (2018) 4 - p. 931-939 , 2018

Link: https://doi.org/10.1007/..

9

Towards Complementary Explanations Using Deep Neural Networ..:

, In: Understanding and Interpreting Machine Learning in Medical Image Computing Applications; Lecture Notes in Computer Science,

Silva, Wilson ; Fernandes, Kelwin ; Cardoso, Maria J.. - p. 133-140 , 2018

Link: https://doi.org/10.1007/..

10

Supervised deep learning embeddings for the prediction of c..:

Fernandes, Kelwin ; Chicco, Davide ; Cardoso, Jaime S..
PeerJ Computer Science. 4 (2018) - p. e154 , 2018

Link: https://doi.org/10.7717/..

11

Hypothesis transfer learning based on structural model simi..:

Fernandes, Kelwin ; Cardoso, Jaime S.
Neural Computing and Applications. 31 (2017) 8 - p. 3417-3430 , 2017

Link: https://doi.org/10.1007/..

12

Discriminative directional classifiers:

Fernandes, Kelwin ; Cardoso, Jaime S.
Neurocomputing. 207 (2016) - p. 141-149 , 2016

Link: https://doi.org/10.1016/..

13

Dimensional emotion recognition using visual and textual cu..:

Ferreira, Pedro M ; Pernes, Diogo ; Fernandes, Kelwin..
http://arxiv.org/abs/1805.01416. , 2018

Link: http://arxiv.org/abs/180..

14

Deep Local Binary Patterns:

Fernandes, Kelwin ; Cardoso, Jaime S
http://arxiv.org/abs/1711.06597. , 2017

Link: http://arxiv.org/abs/171..

15

Directional Support Vector Machines:

Diogo Pernes ; Kelwin Fernandes ; Jaime S. Cardoso
Computing and Artificial Intelligence. , 2019

Link: https://doi.org/10.3390/..