Silas Evandro Nachif Fernandes

According to our database, Silas Evandro Nachif Fernandes authored at least 10 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

A Multi-Class Probabilistic Optimum-Path Forest.

Silas Evandro Nachif Fernandes, Leandro A. Passos, Danilo S. Jodas, Marco Akio, André N. de Souza, João Paulo Papa

Proceedings of the 18th International Joint Conference on Computer Vision, 2023

2019

A Probabilistic Optimum-Path Forest Classifier for Non-Technical Losses Detection.

Silas Evandro Nachif Fernandes, Danillo Roberto Pereira, Caio C. O. Ramos, André N. de Souza, Danilo S. Gastaldello, João P. Papa

IEEE Trans. Smart Grid, 2019

Improving optimum-path forest learning using bag-of-classifiers and confidence measures.

Silas Evandro Nachif Fernandes, João Paulo Papa

Pattern Anal. Appl., 2019

2017

Combinação de classificadores baseados em floresta de caminhos ótimos

Silas Evandro Nachif Fernandes

PhD thesis, 2017

Optimum-Path Forest based on k-connectivity: Theory and applications.

João Paulo Papa, Silas Evandro Nachif Fernandes, Alexandre Xavier Falcão

Pattern Recognit. Lett., 2017

Pruning optimum-path forest ensembles using quaternion-based optimization.

Silas Evandro Nachif Fernandes, João Paulo Papa

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Blur Parameter Identification Through Optimum-Path Forest.

Rafael Goncalves Pires, Silas Evandro Nachif Fernandes, João Paulo Papa

Proceedings of the Computer Analysis of Images and Patterns, 2017

2016

A Probabilistic Optimum-Path Forest Classifier for Binary Classification Problems.

Silas Evandro Nachif Fernandes, Danillo Roberto Pereira, Caio C. O. Ramos, André N. de Souza, João Paulo Papa

CoRR, 2016

2015

Improving Optimum-Path Forest Classification Using Confidence Measures.

Silas Evandro Nachif Fernandes, Walter J. Scheirer, David D. Cox, João Paulo Papa

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2015

2014

Learning Kernels for Support Vector Machines with Polynomial Powers of Sigmoid.

Silas Evandro Nachif Fernandes, André Luiz Pilastri, Luís A. M. Pereira, Rafael Goncalves Pires, João Paulo Papa

Proceedings of the 27th SIBGRAPI Conference on Graphics, Patterns and Images, 2014