Search Results for author: Ivo Gonçalves

Found 2 papers, 1 papers with code

Pruning Techniques for Mixed Ensembles of Genetic Programming Models

1 code implementation23 Jan 2018 Mauro Castelli, Ivo Gonçalves, Luca Manzoni, Leonardo Vanneschi

The objective of this paper is to define an effective strategy for building an ensemble of Genetic Programming (GP) models.

Unsure When to Stop? Ask Your Semantic Neighbors

no code implementations19 Jun 2017 Ivo Gonçalves, Sara Silva, Carlos M. Fonseca, Mauro Castelli

The usage of the proposed semantic stopping criteria in conjunction with the computation of optimal mutation/learning steps also results in small trees and neural networks.

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