Felipe V. Campos

According to our database, Felipe V. Campos authored at least 7 papers between 2021 and 2026.

Collaborative distances:

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

2026

Locally Linear Continual Learning for Time Series Based on VC-Theoretical Generalization Bounds.

Yan V. G. Ferreira, Igor B. Lima, Pedro H. G. Mapa S., Felipe V. Campos, Antônio de Pádua Braga

IEEE Trans. Pattern Anal. Mach. Intell., July, 2026

Locally Linear Continual Learning for Time Series based on VC-Theoretical Generalization Bounds.

Yan V. G. Ferreira, Igor B. Lima, Pedro H. G. Mapa S., Felipe V. Campos, Antonio P. Braga

CoRR, March, 2026

2025

Graph-based method for autonomous adaptation in online learning of non-stationary data.

Wagner J. Alvarenga, Alexsander C. A. A. Costa, Felipe V. Campos, Luiz C. B. Torres, Antônio de Pádua Braga

Inf. Sci., 2025

2023

RBF Neural Networks Design with Graph Based Structural Information from Dominating Sets.

Marcelo Queiroz, Frederico Coelho, Luiz C. B. Torres, Felipe V. Campos, Gabriel Lara, Wagner J. Alvarenga, Antônio de Pádua Braga

Neural Process. Lett., 2023

2022

Deep architecture for silica forecasting of a real industrial froth flotation process.

Alexsander C. A. A. Costa, Felipe V. Campos, Lourenço R. G. Araújo, Luiz C. B. Torres, Antônio de Pádua Braga

Eng. Appl. Artif. Intell., 2022

Time domain graph-based anomaly detection approach applied to a real industrial problem.

Wagner J. Alvarenga, Felipe V. Campos, Alexsander C. A. A. Costa, Turíbio Tanus Salis, Eduardo Magalhães, Luiz C. B. Torres, Antônio P. Braga

Comput. Ind., 2022

2021

Online learning of neural networks using random projections and sliding window: A case study of a real industrial process.

Wagner J. Alvarenga, Felipe V. Campos, Vítor M. Hanriot, Eduardo B. Gonçalves, Alexsander C. A. A. Costa, Lourenço R. G. Araújo, Eduardo Magalhães, Antônio P. Braga

Eng. Appl. Artif. Intell., 2021