Publications
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Type [ Year] Filters: Keyword is classification and Author is M. J. del Jesus [Clear All Filters]
ClEnDAE: A classifier based on ensembles with built-in dimensionality reduction through denoising autoencoders,
, Information Sciences, Volume 565, p.146-176, (2021)
1-s2.0-S0020025521002024-main.pdf (1.79 MB)
Choosing the proper autoencoder for feature fusion based on data complexity and classifiers: Analysis, tips and guidelines,
, Information Fusion, 02/2020, Volume 54, p.44-60, (2020)
1-s2.0-S1566253519300880-main.pdf (895.14 KB)
GP-COACH: Genetic Programming-based learning of Compact and ACcurate fuzzy rule-based classification systems for High-dimensional problems,
, Information Sciences, Volume 180, Number 8, p.1183 - 1200, (2010)
Niching genetic feature selection algorithms applied to the design of fuzzy rule-based classification systems,
, 2007 IEEE International Fuzzy Systems Conference, July, p.1-6, (2007)