A meta-learner for model trees induction through Genetic Programming

• Grant number: 09/14325-3
• Support Opportunities: Scholarships in Brazil - Doctorate
• Start date: March 01, 2010
• End date: December 31, 2013
• Field of knowledge: Physical Sciences and Mathematics - Computer Science
• Principal Investigator: André Carlos Ponce de Leon Ferreira de Carvalho
• Grantee: Rodrigo Coelho Barros
• Host Institution: Instituto de Ciências Matemáticas e de Computação (ICMC). Universidade de São Paulo (USP). São Carlos , SP, Brazil
• Associated scholarship(s): 11/21319-0 - Automatically designing decision-tree induction algorithms, BE.EP.DR

Scientific publications

(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)

BARROS, RODRIGO C.; BASGALUPP, MARCIO P.; DE CARVALHO, ANDRE C. P. L. F.. Investigating fitness functions for a hyper-heuristic evolutionary algorithm in the context of balanced and imbalanced data classification. Genetic Programming and Evolvable Machines, v. 16, n. 3, p. 241-281, SEP 2015. (09/14325-3)

BARROS, RODRIGO C.; BASGALUPP, MARCIO P.; FREITAS, ALEX A.; DE CARVALHO, ANDRE C. P. L. F.. Evolutionary Design of Decision-Tree Algorithms Tailored to Microarray Gene Expression Data Sets. IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, v. 18, n. 6, p. 873-892, DEC 2014. (09/14325-3)

Academic Publications

(References retrieved automatically from State of São Paulo Research Institutions)

BARROS, Rodrigo Coelho. On the automatic design of decision-tree induction algorithms. 2013. Doctoral Thesis - Universidade de São Paulo (USP). Instituto de Ciências Matemáticas e de Computação (ICMC/SB) São Carlos.