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Felipe Farias

Observed names: F. C. Farias, FARIAS, Felipe Costa, Farias, Felipe, Farias, Felipe Costa, Felipe C. Farias, Felipe Costa Farias
ORCID: 0000-0001-7411-5562
Observed ORCID: 0000-0001-7411-5562
OpenAlex ID: A5033050828
Similarity Based Stratified Splitting: an approach to train better classifiers
2020 · Farias, Felipe, Ludermir, Teresa, et al. · arXiv (Cornell University) · 33
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Building energy consumption models based on smartphone user’s usage patterns
2020 · Antônio Sá Barreto Neto, Felipe Farias, et al. · Knowledge-Based Systems · 25
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Remaining Useful Life Estimation Framework for the Main Bearing of Wind Turbines Operating in Real Time
2024 · Januário Leal de Moraes Vieira, Felipe Costa Farias, et al. · Energies · 22
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A robust fleet-based anomaly detection framework applied to wind turbine vibration data
2023 · Gustavo de Novaes Pires Leite, Felipe Costa Farias, et al. · Engineering Applications of Artificial Intelligence · 21
Ensemble learning framework for fleet-based anomaly detection using wind turbine drivetrain components vibration data.
2024 · Caio Filipe de Lima Munguba, Gustavo de Novaes Pires Leite, et al. · Engineering Applications of Artificial Intelligence · 17
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Comparing transfer learning approaches applied to distracted driver detection
2018 · Flavio Rosendo da Silva Oliveira, Felipe Costa Farias · IEEE Latin American Conference on Computational Intelligence (LA-CCI) · 10
Embarrassingly Parallel Independent Training of Multi-Layer Perceptrons with Heterogeneous Architectures
2022 · Felipe C. Farias, Teresa B. Ludermir, et al. · AI · 4
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Performance Comparison of TTS Models for Brazilian Portuguese to Establish a Baseline
2023 · Wilmer Lobato, Felipe Farias, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 3
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Intelligent fluid leakage detection in refrigeration systems: leveraging non-invasive measurements with classification and ensemble algorithms
2025 · Caio Filipe de Lima Munguba, Gustavo de Novaes Pires Leite, et al. · Applied Thermal Engineering · 2
Analyzing the impact of data representations in classification problems using clustering
2019 · Felipe Costa Farias, Teresa Bernarda Ludermir, et al. · International Joint Conference on Neural Networks (IJCNN) · 2
Classificação de Sinais de Trânsito Usando Otimização por Colmeias e Random Forest
2015 · J. C. Silva, F. C. Farias, et al. · Congresso Brasileiro de Inteligência Computacional (CBIC) · 2
Bilingual ASR model with language identification for Brazilian Portuguese and South-American Spanish
2023 · Felipe Farias, William Alberto Cruz Castañeda, et al. · Anais de XXXV Simpósio Brasileiro de Telecomunicações e Processamento de Sinais · 1
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Have we been Naive to Select Machine Learning Models? Noisy Data are here to Stay!
2022 · Farias, Felipe Costa, Ludermir, Teresa Bernarda, et al. · arXiv (Cornell University) · 1
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Evaluation of deep learning architectures applied to identification of diseases in grape leaves
2018 · Flávio R. S. Oliveira, Felipe C. Farias, et al. · 1
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Benchmarking ASR Models on Brazilian Portuguese Accented Speech: a Case Study with Piauí Accent
2026 · Felipe Farias, William Castañeda, et al. · Anais de XXXV Simpósio Brasileiro de Telecomunicações e Processamento de Sinais
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Embarrassingly parallel autoconstructive multilayer perceptron neural networks
2022 · FARIAS, Felipe Costa · LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)
Clustering for Data-driven Unraveling Artificial Neural Networks
2020 · Felipe Farias, Teresa Ludermir, et al.
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Investigando a Plausibilidade de Classificadores de Imagens Aplicados à Detecção de Motoristas Distraídos
2020 · Flávio Rosendo da Silva Oliveira, Felipe Costa Farias, et al. · Congresso Brasileiro de Inteligência Computacional (CBIC)
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Detecção e Análise de Conteúdo de Telas de TV e Monitores
2016 · Felipe Farias, Luiz Silva, et al. · Anais de XXXV Simpósio Brasileiro de Telecomunicações e Processamento de Sinais
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Comparando técnicas de aprendizagem de máquina para Dimorfismo Sexual
2015 · Felipe C. Farias, Carmelo J. A. Bastos Filho, et al. · Congresso Brasileiro de Inteligência Computacional (CBIC)
Works count: 21
Citation count: 144
H-index: 6
I10-index: 6
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