Márcio P. Basgalupp

A Survey of Evolutionary Algorithms for Decision-Tree Induction

Rodrigo C. Barros, Márcio P. Basgalupp, André C. P. L. F. de Carvalho et al. · IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews) · 2011 · 344 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

Evolutionary Design of Decision-Tree Algorithms Tailored to Microarray Gene Expression Data Sets

Rodrigo C. Barros, Márcio P. Basgalupp, Alex A. Freitas et al. · IEEE Transactions on Evolutionary Computation · 2014 · 73 citations · Full text

Artificial Intelligence, Decision-tree Induction Algorithms, Decision-tree Algorithms Tailored +26

Evolutionary model trees for handling continuous classes in machine learning

Rodrigo C. Barros, Duncan D. Ruiz, Márcio P. Basgalupp · Information Sciences · 2010 · 47 citations

Artificial Intelligence, Engineering, Machine Learning +10

Automatic Design of Decision-Tree Algorithms with Evolutionary Algorithms

Rodrigo C. Barros, Márcio P. Basgalupp, André C. P. L. F. de Carvalho et al. · Evolutionary Computation · 2013 · 39 citations

Artificial Intelligence, Automatic Design, Decision-tree Induction Algorithms +21

Lexicographic multi-objective evolutionary induction of decision trees

Márcio P. Basgalupp, André C. P. L. F. de Carvalho, Rodrigo C. Barros et al. · International Journal of Bio-Inspired Computation · 2009 · 34 citations

Artificial Intelligence, Engineering, Machine Learning +21