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An Extensive Experimental Evaluation of Automated Machine Learning Methods for Recommending Classification Algorithms (Extended Version)

Sep 16, 2020
Márcio P. Basgalupp, Rodrigo C. Barros, Alex G. C. de Sá, Gisele L. Pappa, Rafael G. Mantovani, André C. P. L. F. de Carvalho, Alex A. Freitas

* Accepted at Evolutionary Intelligence 

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A Robust Experimental Evaluation of Automated Multi-Label Classification Methods

May 16, 2020
Alex G. C. de Sá, Cristiano G. Pimenta, Gisele L. Pappa, Alex A. Freitas

* GECCO'2020 paper: Submitted and accepted 

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Multi-label classification search space in the MEKA software

Nov 28, 2018
Alex G. C. de Sá, Alex A. Freitas, Gisele L. Pappa


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A New Hierarchical Redundancy Eliminated Tree Augmented Naive Bayes Classifier for Coping with Gene Ontology-based Features

Jul 06, 2016
Cen Wan, Alex A. Freitas

* International Conference on Machine Learning (ICML 2016) Computational Biology Workshop 

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