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Felipe Costa Farias
Publication Activity (10 Years)
Years Active: 2018-2022
Publications (10 Years): 5
Top Topics
Majority Vote
Multiple Classifiers
Noisy Data
Machine Learning Models
Top Venues
CoRR
IJCNN
LA-CCI
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Publications
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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)