Luís P. F. Garcia

Effect of label noise in the complexity of classification problems

Luís P. F. Garcia, André C. P. L. F. de Carvalho, Ana Carolina Lorena · Neurocomputing · 2015 · 138 citations · Full text

Data Classification, Classification Method, Engineering +13

Meta-features for meta-learning

Adriano Rívolli, Luís P. F. Garcia, Carlos Soares et al. · Knowledge-Based Systems · 2022 · 90 citations · Full text

Artificial Intelligence, Engineering, Information Retrieval +6

Assessing the data complexity of imbalanced datasets

Victor Barella, Luís P. F. Garcia, Marcílio C. P. de Souto et al. · Information Sciences · 2020 · 76 citations

Engineering, Data Science, Data Mining +8

MFE: Towards reproducible meta-feature extraction

Edesio Alcobaça, Felipe Siqueira, Adriano Rívolli et al. · Journal of Machine Learning Research · 2020 · 70 citations

Image Analysis, Machine Learning, Data Science +8

Noise detection in the meta-learning level

Luís P. F. Garcia, André C. P. L. F. de Carvalho, Ana Carolina Lorena · Neurocomputing · 2015 · 64 citations

Cognitive Science, Engineering, Machine Learning +8