Silas Evandro Nachif Fernandes

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 8

Top Topics

Binary Classification Problems

Nearest Neighbor Classifier

Supervised Pattern Recognition

Top Venues

VISIGRAPP (5: VISAPP)

Publications

Silas Evandro Nachif Fernandes, Leandro A. Passos, Danilo S. Jodas, Marco Akio, André N. de Souza, João Paulo Papa
A Multi-Class Probabilistic Optimum-Path Forest. VISIGRAPP (5: VISAPP) (2023)
Silas Evandro Nachif Fernandes, João Paulo Papa
Improving optimum-path forest learning using bag-of-classifiers and confidence measures. Pattern Anal. Appl. 22 (2) (2019)
Silas Evandro Nachif Fernandes, Danillo Roberto Pereira, Caio C. O. Ramos, André N. de Souza, Danilo S. Gastaldello, João P. Papa
A Probabilistic Optimum-Path Forest Classifier for Non-Technical Losses Detection. IEEE Trans. Smart Grid 10 (3) (2019)
João Paulo Papa, Silas Evandro Nachif Fernandes, Alexandre Xavier Falcão
Optimum-Path Forest based on k-connectivity: Theory and applications. Pattern Recognit. Lett. 87 (2017)
Rafael Goncalves Pires, Silas Evandro Nachif Fernandes, João Paulo Papa
Blur Parameter Identification Through Optimum-Path Forest. CAIP (2) (2017)
Silas Evandro Nachif Fernandes, João Paulo Papa
Pruning optimum-path forest ensembles using quaternion-based optimization. IJCNN (2017)
Silas Evandro Nachif Fernandes, Danillo Roberto Pereira, Caio C. O. Ramos, André N. de Souza, João Paulo Papa
A Probabilistic Optimum-Path Forest Classifier for Binary Classification Problems. CoRR (2016)
Silas Evandro Nachif Fernandes, Walter J. Scheirer, David D. Cox, João Paulo Papa
Improving Optimum-Path Forest Classification Using Confidence Measures. CIARP (2015)
Silas Evandro Nachif Fernandes, André Luiz Pilastri, Luís A. M. Pereira, Rafael Goncalves Pires, João Paulo Papa
Learning Kernels for Support Vector Machines with Polynomial Powers of Sigmoid. SIBGRAPI (2014)