Matheus Camilo da Silva

According to our database, Matheus Camilo da Silva authored at least 11 papers between 2015 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Close to Reality: Interpretable and Feasible Data Augmentation for Imbalanced Learning.

Matheus Camilo da Silva, Gabriel Gustavo Costanzo, Andrea de Lorenzo, Sylvio Barbon Junior

CoRR, March, 2026

Explaining AutoClustering: Uncovering Meta-Feature Contribution in AutoML for Clustering.

Matheus Camilo da Silva, Leonardo Arrighi, Ana Carolina Lorena, Sylvio Barbon Junior

CoRR, February, 2026

2025

Meta-learning approach for variational autoencoder hyperparameter tuning.

Michele Berti, Matheus Camilo da Silva, Sebastiano Saccani, Sylvio Barbon Junior

J. Univers. Comput. Sci., 2025

End-to-end explainability of machine learning pipelines with decision predicate graphs: a financial scenario case study.

Leonardo Arrighi, Matheus Camilo da Silva, Sylvio Barbon Junior

Proceedings of the Joint Proceedings of the Thematic Workshops at Ital-IA 2025 colocated with the 5th National Conference on Artificial Intelligence, 2025

TPOT-Clustering.

Matheus Camilo da Silva, Gabriel Marques Tavares, Sylvio Barbon

Proceedings of the International Joint Conference on Neural Networks, 2025

2024

Automated Trace Clustering Pipeline Synthesis in Process Mining.

Iuliana Malina Grigore, Gabriel Marques Tavares, Matheus Camilo da Silva, Paolo Ceravolo, Sylvio Barbon Junior

Inf., April, 2024

Problem-oriented AutoML in Clustering.

Matheus Camilo da Silva, Gabriel Marques Tavares, Eric Medvet, Sylvio Barbon Junior

CoRR, 2024

2020

A Developer Recommendation Method Based on Code Quality.

Matheus Camilo da Silva, André Armstrong Janino Cizotto, Emerson Cabrera Paraiso

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2019

A Visual Tool for Supporting Collaborative Code Quality.

Matheus Camilo da Silva, Patricia Rucker de Bassi, Gregory Moro Puppi Wanderley, Cesar Augusto Tacla, Emerson Cabrera Paraiso

Proceedings of the 23rd IEEE International Conference on Computer Supported Cooperative Work in Design, 2019

2016

Marbling Grading Framework Applied on Meat Boutique Environment.

Saulo Martiello Mastelini, Matheus Camilo da Silva, Ana Paula A. C. Barbon, Sylvio Barbon Junior

Proceedings of the XII Brazilian Symposium on Information Systems on Brazilian Symposium on Information Systems: Information Systems in the Cloud Computing Era, 2016

2015

Solução M-Health no pré-diagnóstico da Laringe [M-Health Solution on pre-diagnosis of larynx].

Estefânia Mayumi Fuzyi, Matheus Camilo da Silva, Sylvio Barbon

Proceedings of the annual conference on Brazilian Symposium on Information Systems, 2015