Marcelo da Silva Reis

According to our database, Marcelo da Silva Reis authored at least 12 papers between 2012 and 2024.

Collaborative distances:

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

2024

Customer churn prediction in imbalanced datasets with resampling methods: A comparative study.

Seyed Jamal Haddadi, Aida Farshidvard, Fillipe dos Santos Silva, Júlio Cesar dos Reis, Marcelo da Silva Reis

Expert Syst. Appl., 2024

[inline-graphic not available: see fulltext] SERIEMA: A Framework to Enhance Clustering Stability, Compactness, and Separation by Fusing Multimodal Data.

Fillipe dos Santos Silva, Júlio Cesar dos Reis, Marcelo da Silva Reis

Proceedings of the Natural Language Processing and Information Systems, 2024

2023

Exploring Identifiability in Hybrid Models of Cell Signaling Pathways.

Ronaldo N. De Sousa, Cristiano G. S. Campos, Willian Wang, Ronaldo Fumio Hashimoto, Hugo Aguirre Armelin, Marcelo da Silva Reis

Proceedings of the Advances in Bioinformatics and Computational Biology, 2023

A Framework for Inference and Selection of Cell Signaling Pathway Dynamic Models.

Marcelo Batista, Fabio Montoni, Cristiano G. S. Campos, Ronaldo N. De Sousa, Hugo A. Armelin, Marcelo da Silva Reis

Proceedings of the Advances in Bioinformatics and Computational Biology, 2023

2022

Anguix: Cell Signaling Modeling Improvement through Sabio-RK association to Reactome.

Fabio Montoni, Ronaldo N. De Sousa, Marcelo B. De Lima Junior, Cristiano G. S. Campos, Willian Wang, Vivian M. Constantino, Cássia S. Sanctos, Hugo Aguirre Armelin, Marcelo da Silva Reis

Proceedings of the 18th IEEE International Conference on e-Science, 2022

2020

An Efficient, Parallelized Algorithm for Optimal Conditional Entropy-Based Feature Selection.

Gustavo Estrela, Marco Dimas Gubitoso, Carlos Eduardo Ferreira, Junior Barrera, Marcelo da Silva Reis

Entropy, 2020

2019

Optimal Boolean lattice-based algorithms for the U-curve optimization problem.

Marcelo da Silva Reis, Gustavo Estrela, Carlos Eduardo Ferreira, Junior Barrera

Inf. Sci., 2019

2018

A fast Branch-and-Bound algorithm for U-curve feature selection.

Esmaeil Atashpaz-Gargari, Marcelo da Silva Reis, Ulisses M. Braga-Neto, Junior Barrera, Edward R. Dougherty

Pattern Recognit., 2018

2017

featsel: A framework for benchmarking of feature selection algorithms and cost functions.

Marcelo da Silva Reis, Gustavo Estrela, Carlos Eduardo Ferreira, Junior Barrera

SoftwareX, 2017

2014

The U-curve optimization problem: improvements on the original algorithm and time complexity analysis.

Marcelo da Silva Reis, Carlos Eduardo Ferreira, Junior Barrera

CoRR, 2014

2013

Solving Problems in Mathematical Morphology through Reductions to the U-Curve Problem.

Marcelo da Silva Reis, Junior Barrera

Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2013

2012

Minimization of decomposable in U-shaped curves functions defined on poset chains - algorithms and applications.

Marcelo da Silva Reis

PhD thesis, 2012