Extracting Knowledge from Artificial Neural Networks: An Empirical Comparison of Trepan and Symbolic Learning Algorithms. - Claudia Regina Milaré; André Carlos Ponce de Leon Ferreira de Carvalho; Maria Carolina Monard (MICAI, 2002)

An Approach to Explain Neural Networks using Symbolic Algorithms. - Claudia Regina Milaré; André Carlos Ponce de Leon Ferreira de Carvalho; Maria Carolina Monard (Int. J. Comput. Intell. Appl., 2002)

E. Coli Promoter Gene Sequence and Human Splice Site Identification with Explanation by Extracting Rules from Trained Artificial Neural Networks. - Rodrigo Bianchi; Claudia Regina Milaré; André Carlos Ponce de Leon Ferreira de Carvalho (WOB, 2003)

Extraction of knowledge from Artificial Neural Networks using Symbolic Machine Learning Systems and Genetic Algorithm. - Claudia Regina Milaré (2003)

Applying Genetic and Symbolic Learning Algorithms to Extract Rules from Artificial Neural Networks. - Claudia Regina Milaré; Gustavo E. A. P. A. Batista; André Carlos Ponce de Leon Ferreira de Carvalho; Maria Carolina Monard (MICAI, 2004)

A Comparison of Methods for Rule Subset Selection Applied to Associative Classification. - Gustavo E. A. P. A. Batista; Claudia Regina Milaré; Ronaldo Cristiano Prati; Maria Carolina Monard (Inteligencia Artif., 2006)

A Study of the Influence of Rule Measures in Classifiers Induced by Evolutionary Algorithms. - Claudia Regina Milaré; Gustavo E. A. P. A. Batista; André C. P. L. F. de Carvalho (IEEE Intell. Informatics Bull., 2010)

A hybrid approach to learn with imbalanced classes using evolutionary algorithms. - Claudia Regina Milaré; Gustavo E. A. P. A. Batista; André C. P. L. F. de Carvalho (Log. J. IGPL, 2011)