Matheus Camilo da Silva

11 papers B 2C 1Journal 5Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Close to Reality: Interpretable and Feasible Data Augmentation for Imbalanced Learning.
CoRR
Matheus Camilo da Silva, Gabriel Gustavo Costanzo, Andrea De Lorenzo, Sylvio Barbon Junior
2026 J jnl
Explaining AutoClustering: Uncovering Meta-Feature Contribution in AutoML for Clustering.
CoRR
Matheus Camilo da Silva, Leonardo Arrighi, Ana Carolina Lorena, Sylvio Barbon Junior
2025 — conf
End-to-end explainability of machine learning pipelines with decision predicate graphs: a financial scenario case study.
Ital-IA
Leonardo Arrighi, Matheus Camilo da Silva, Sylvio Barbon Junior
2025 J jnl
Meta-learning approach for variational autoencoder hyperparameter tuning.
J. Univers. Comput. Sci.
Michele Berti, Matheus Camilo da Silva, Sebastiano Saccani, Sylvio Barbon Junior
2025 B conf
TPOT-Clustering.
IJCNN
Matheus Camilo da Silva, Gabriel Marques Tavares, Sylvio Barbon
2024 J jnl
Automated Trace Clustering Pipeline Synthesis in Process Mining.
Inf.
Iuliana Malina Grigore, Gabriel Marques Tavares, Matheus Camilo da Silva, Paolo Ceravolo, Sylvio Barbon Junior
2024 J jnl
Problem-oriented AutoML in Clustering.
CoRR
Matheus Camilo da Silva, Gabriel Marques Tavares, Eric Medvet, Sylvio Barbon Junior
2020 B conf
A Developer Recommendation Method Based on Code Quality.
IJCNN
Matheus Camilo da Silva, André Armstrong Janino Cizotto, Emerson Cabrera Paraiso
2019 C conf
A Visual Tool for Supporting Collaborative Code Quality.
CSCWD
Matheus Camilo da Silva, Patricia Rucker de Bassi, Gregory Moro Puppi Wanderley, Cesar Augusto Tacla, Emerson Cabrera Paraiso
2016 — conf
Marbling Grading Framework Applied on Meat Boutique Environment.
SBSI
Saulo Martiello Mastelini, Matheus Camilo da Silva, Ana Paula A. C. Barbon, Sylvio Barbon Junior
2015 — conf
Solução M-Health no pré-diagnóstico da Laringe [M-Health Solution on pre-diagnosis of larynx].
SBSI
Estefânia Mayumi Fuzyi, Matheus Camilo da Silva, Sylvio Barbon