Concepedia

Marcílio C. P. de Souto

MC

Statistics

Publications

25

Citations

860

H-Index

17

Active since

2002

Affiliations

Universidade Federal do Rio Grande do Norte(Current)

Universidade Federal de Pernambuco

Universidade de São Paulo

Universidade Federal de São Carlos

Université d'Orléans

Marcílio C. P. de Souto is an author at Universidade Federal do Rio Grande do Norte specializing in machine learning, computing, and classification.

ORCID

Publications per year

2002–2020

25

Publications

25

Ranking and selecting clustering algorithms using a meta-learning approach

Marcílio C. P. de Souto, Ricardo B. C. Prudêncio, Rodrigo G. F. Soares et al. · 2008 · 94 citations

, , +9

Assessing the data complexity of imbalanced datasets

Victor Barella, Luís P. F. Garcia, Marcílio C. P. de Souto et al. · Information Sciences · 2020 · 81 citations

, , +13

Comparative analysis of clustering methods for gene expression time course data

Ivan G. Costa, Francisco de A.T. de Carvalho, Marcílio C. P. de Souto · Genetics and Molecular Biology · 2004 · 73 citations · Full text

, , +17

Analysis of complexity indices for classification problems: Cancer gene expression data

Ana Carolina Lorena, Ivan G. Costa, Newton Spolaôr et al. · Neurocomputing · 2011 · 68 citations

, , +16

Using Accuracy and Diversity to Select Classifiers to Build Ensembles

Rodrigo G. F. Soares, Alixandre Santana, Anne M. P. Canuto et al. · The 2006 IEEE International Joint Conference on Neural Network Proceedings · 2006 · 56 citations

, , +13

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