Search Results for author: Carlos M. Alaíz

Found 4 papers, 0 papers with code

Fault Detection in Induction Motors using Functional Dimensionality Reduction Methods

no code implementations14 Jun 2023 María Barroso, José M. Bossio, Carlos M. Alaíz, Ángela Fernández

The implementation of strategies for fault detection and diagnosis on rotating electrical machines is crucial for the reliability and safety of modern industrial systems.

Dimensionality Reduction Fault Detection

Modified Frank-Wolfe Algorithm for Enhanced Sparsity in Support Vector Machine Classifiers

no code implementations19 Jun 2017 Carlos M. Alaíz, Johan A. K. Suykens

This work proposes a new algorithm for training a re-weighted L2 Support Vector Machine (SVM), inspired on the re-weighted Lasso algorithm of Cand\`es et al. and on the equivalence between Lasso and SVM shown recently by Jaggi.

Robust Classification of Graph-Based Data

no code implementations21 Dec 2016 Carlos M. Alaíz, Michaël Fanuel, Johan A. K. Suykens

A graph-based classification method is proposed for semi-supervised learning in the case of Euclidean data and for classification in the case of graph data.

Classification General Classification +2

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