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Vitor Cirilo Araujo Santos

Observed names: Santos, Vitor C. A., Vitor Cirilo Araujo Santos, Vitor C. A. Santos, Vitor Cirilo Santos
ORCID: 0000-0002-7960-3079
Observed ORCID: 0000-0002-7960-3079
OpenAlex ID: A5103073179
Decoding Machine Learning Benchmarks
2020 · Lucas F. F. Cardoso, Vitor C. A. Santos, et al. · Lecture notes in computer science · 19
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The quest for the reliability of machine learning models in binary classification on tabular data
2023 · Vitor Cirilo Araujo Santos, Lucas Cardoso, et al. · Scientific Reports · 17
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Explanations based on Item Response Theory (eXirt): A model-specific method to explain tree-ensemble model in trust perspective
2023 · José de Sousa Ribeiro Filho, Lucas Felipe Ferraro Cardoso, et al. · Expert Systems with Applications · 9
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Explanation-by-Example Based on Item Response Theory
2022 · Lucas F. F. Cardoso, José de S. Ribeiro, et al. · Lecture notes in computer science · 8
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Data vs classifiers, who wins?
2021 · Cardoso, Lucas F. F., Santos, Vitor C. A., et al. · arXiv (Cornell University) · 4
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Metagenomics-based signature clustering and interactive visualization analysis
2018 · Vitor Cirilo Araujo Santos, Leandro Correa, et al. · International Joint Conference on Neural Networks (IJCNN) · 3
Standing on the Shoulders of Giants
2025 · Lucas F. F. Cardoso, José de Sousa Ribeiro Filho, et al. · Lecture notes in computer science · 2
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Enhancing classifier evaluation: A difficulty-aware benchmarking strategy based on ability and robustness
2026 · Lucas Felipe Ferraro Cardoso, Vitor Cirilo Araujo Santos, et al. · Information Sciences
Fairness em Machine Learning: Uma análise baseada na Teoria de Resposta ao Item
2025 · Thiago Paracampo de Castro, Lucas Ferraro Cardoso, et al. · Anais do Seminário Integrado de Software e Hardware (SEMISH)
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Effectiveness Analysis of Oversampling Techniques By The Lens of Item Response Theory
2024 · Fabrício E. Corrêa, Lucas F. F. Cardoso, et al.
Data and Classifiers: Two Sides of the Same Coin
2024 · Lucas Felipe Ferraro Cardoso, Vitor Cirilo Araujo Santos, et al. · SSRN Electronic Journal
Bats, Spectrograms, and Deep Learning: Unmasking the Secrets of Mining Area Caves
2023 · Arthur Gonsales, Vitor C. A. Santos, et al.
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AutoML Optimized by Genetic Algorithm and Item Response Theory
2023 · Lucas F. F. Cardoso, Vitor C. A. Santos, et al.
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Works count: 13
Citation count: 62
H-index: 4
I10-index: 2
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