88 citations · 178 across the 12 of their papers we have counts for
3 papers · 1 filter
Multi-label classification search space in the MEKA software
Alex G. C. de Sá, Cristiano G. Pimenta, Gisele L. Pappa +1
This supplementary material aims to describe the proposed multi-label classification (MLC) search spaces based on the MEKA and WEKA softwares. First, we overview 26 MLC algorithms…
Analysing Symbolic Regression Benchmarks under a Meta-Learning Approach
Luiz Otavio Vilas Boas Oliveira, Joao Francisco Barreto da Silva Martins, Luis Fernando Miranda +1
The definition of a concise and effective testbed for Genetic Programming (GP) is a recurrent matter in the research community. This paper takes a new step in this direction, propo…
Solving the Exponential Growth of Symbolic Regression Trees in Geometric Semantic Genetic Programming
Joao Francisco B. S. Martins, Luiz Otavio V. B. Oliveira, Luis F. Miranda +2
Advances in Geometric Semantic Genetic Programming (GSGP) have shown that this variant of Genetic Programming (GP) reaches better results than its predecessor for supervised machin…