Felipe Costa Farias

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 7

Top Topics

Learning Models

Data Representations

Anomaly Detection

Top Venues

Eng. Appl. Artif. Intell.

Publications

Caio Filipe de Lima Munguba, Gustavo de Novaes Pires Leite, Felipe Costa Farias, Alexandre Carlos Araújo da Costa, Olga de Castro Vilela, Valentin Paschoal Perruci, Leonardo José Petribú Brennand, Marrison Gabriel Guedes de Souza, Alvaro Antonio Villa Ochoa, Enrique López Droguett
Ensemble learning framework for fleet-based anomaly detection using wind turbine drivetrain components vibration data. Eng. Appl. Artif. Intell. 133 (2024)
Gustavo de Novaes Pires Leite, Felipe Costa Farias, Tiago Gomes de Sá, Alexandre Carlos Araújo da Costa, Leonardo José Petribú Brennand, Marrison Gabriel Guedes de Souza, Alvaro Antonio Villa Ochoa, Enrique López Droguett
A robust fleet-based anomaly detection framework applied to wind turbine vibration data. Eng. Appl. Artif. Intell. 126 (2023)
Felipe Costa Farias, Teresa Bernarda Ludermir, Carmelo José Albanez Bastos Filho
Have we been Naive to Select Machine Learning Models? Noisy Data are here to Stay! CoRR (2022)
Felipe Costa Farias, Teresa Bernarda Ludermir, Carmelo José Albanez Bastos Filho
Embarrassingly Parallel Independent Training of Multi-Layer Perceptrons with Heterogeneous Architectures. CoRR (2022)
Felipe Costa Farias, Teresa Bernarda Ludermir, Carmelo José Albanez Bastos Filho
Similarity Based Stratified Splitting: an approach to train better classifiers. CoRR (2020)
Felipe Costa Farias, Teresa Bernarda Ludermir, Carmelo J. A. Bastos Filho, Flavio Rosendo da Silva Oliveira
Analyzing the impact of data representations in classification problems using clustering. IJCNN (2019)
Flavio Rosendo da Silva Oliveira, Felipe Costa Farias
Comparing transfer learning approaches applied to distracted driver detection. LA-CCI (2018)