no code implementations • 3 Jul 2017 • Mauro Castelli, Gianpiero Cattaneo, Luca Manzoni, Leonardo Vanneschi
Genetic algorithms (GAs) are an optimization technique that has been successfully used on many real-world problems.
no code implementations • 30 Jan 2020 • Nuno M. Rodrigues, Sara Silva, Leonardo Vanneschi
Fitness landscapes are a useful concept to study the dynamics of meta-heuristics.
no code implementations • 8 Feb 2021 • Nuno M. Rodrigues, João E. Batista, Leonardo Trujillo, Bernardo Duarte, Mario Giacobini, Leonardo Vanneschi, Sara Silva
We present a novel approach for time series classification where we represent time series data as plot images and feed them to a simple CNN, outperforming several state-of-the-art methods.
1 code implementation • 23 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.