Search Results for author: Leonardo Vanneschi

Found 4 papers, 1 papers with code

Plotting time: On the usage of CNNs for time series classification

no code implementations8 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.

Classification General Classification +2

A Study of Fitness Landscapes for Neuroevolution

no code implementations30 Jan 2020 Nuno M. Rodrigues, Sara Silva, Leonardo Vanneschi

Fitness landscapes are a useful concept to study the dynamics of meta-heuristics.

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.

A Distance Between Populations for n-Points Crossover in Genetic Algorithms

no code implementations3 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.

Cannot find the paper you are looking for? You can Submit a new open access paper.