Topology-based analysis and optimization for agent fleet behavior.

Javier Perera-Lago, Victor Toscano-Duran, Alvaro Torras-Casas and Rocio Gonzalez-Diaz

Open Research Europe

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Application of the representative measure approach to assess the reliability of decision trees in dealing with unseen vehicle collision data.

Javier Perera-Lago, Victor Toscano-Duran, Eduardo Paluzo-Hidalgo, Sara Narteni and Matteo Rucco

2nd World Conference on Explainable Artificial Intelligence (XAI 2024)

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An in-depth analysis of data reduction methods for sustainable deep learning.

Javier Perera-Lago, Victor Toscano-Duran, Eduardo Paluzo-Hidalgo, Rocio Gonzalez-Diaz, Miguel Ángel Gutiérrez-Naranjo and Matteo Rucco

Open Research Europe

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Un estudio sobre la homología persistente con coeficientes enteros.

Javier Perera-Lago

Thesis for my Master's Degree at University of Seville

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Análisis topológico de datos.

Javier Perera-Lago

Thesis for my Double Bachelor's Degree at University of Seville

Link to the publication