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 (SIBGRAPI, 2014)

Improving Optimum-Path Forest Classification Using Confidence Measures. - Silas Evandro Nachif Fernandes; Walter J. Scheirer; David D. Cox; João Paulo Papa (CIARP, 2015)

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)

Blur Parameter Identification Through Optimum-Path Forest. - Rafael Goncalves Pires; Silas Evandro Nachif Fernandes; João Paulo Papa (CAIP (2), 2017)

Pruning optimum-path forest ensembles using quaternion-based optimization. - Silas Evandro Nachif Fernandes; João Paulo Papa (IJCNN, 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)

Combinação de classificadores baseados em floresta de caminhos ótimos - Silas Evandro Nachif Fernandes (2017)

Improving optimum-path forest learning using bag-of-classifiers and confidence measures. - Silas Evandro Nachif Fernandes; João Paulo Papa (Pattern Anal. Appl., 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)

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 (VISIGRAPP (5: VISAPP), 2023)