Search Results for author: Luiz C. F. Ribeiro

Found 3 papers, 3 papers with code

Enhancing Hyper-To-Real Space Projections Through Euclidean Norm Meta-Heuristic Optimization

1 code implementation31 Jan 2023 Luiz C. F. Ribeiro, Mateus Roder, Gustavo H. de Rosa, Leandro A. Passos, João P. Papa

The continuous computational power growth in the last decades has made solving several optimization problems significant to humankind a tractable task; however, tackling some of them remains a challenge due to the overwhelming amount of candidate solutions to be evaluated, even by using sophisticated algorithms.

Benchmarking

Handling Imbalanced Datasets Through Optimum-Path Forest

1 code implementation17 Feb 2022 Leandro Aparecido Passos, Danilo S. Jodas, Luiz C. F. Ribeiro, Marco Akio, Andre Nunes de Souza, João Paulo Papa

Such a behavior yields considerable influence on the machine learning model's performance since it becomes biased on the more frequent data it receives.

BIG-bench Machine Learning

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