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André C. P. L. F. de Carvalho
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 Preliminary Study on Hyperparameter Configuration for Human Activity Recognition

Oct 25, 2018
Kemilly Dearo Garcia, Tiago Carvalho, João Mendes-Moreira, João M. P. Cardoso, André C. P. L. F. de Carvalho


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Towards Reproducible Empirical Research in Meta-Learning

Aug 30, 2018
Adriano Rivolli, Luís P. F. Garcia, Carlos Soares, Joaquin Vanschoren, André C. P. L. F. de Carvalho


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Algorithm Selection for Collaborative Filtering: the influence of graph metafeatures and multicriteria metatargets

Jul 23, 2018
Tiago Cunha, Carlos Soares, André C. P. L. F. de Carvalho


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