Carlos Puerto-Santana

According to our database, Carlos Puerto-Santana authored at least 7 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Feature Saliencies in Asymmetric Hidden Markov Models.

Carlos Puerto-Santana, Pedro Larrañaga, Concha Bielza

IEEE Trans. Neural Networks Learn. Syst., March, 2024

2023

Feature subset selection in data-stream environments using asymmetric hidden Markov models and novelty detection.

Carlos Puerto-Santana, Pedro Larrañaga, Concha Bielza

Neurocomputing, October, 2023

Context-specific kernel-based hidden Markov model for time series analysis.

Carlos Puerto-Santana, Concha Bielza, Pedro Larrañaga, Gustav Eje Henter

CoRR, 2023

2022

Autoregressive Asymmetric Linear Gaussian Hidden Markov Models.

Carlos Puerto-Santana, Pedro Larrañaga, Concha Bielza

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Asymmetric HMMs for Online Ball-Bearing Health Assessments.

Carlos Puerto-Santana, Concha Bielza, Javier Diaz-Rozo, Guillem Ramirez-Gargallo, Filippo Mantovani, Gaizka Virumbrales, Jesús Labarta, Pedro Larrañaga

IEEE Internet Things J., 2022

2021

An Online Feature Selection Methodology for Ball-Bearing Harmonic Frequencies Based on HMMs.

Carlos Puerto-Santana, Pedro Larrañaga, Javier Diaz-Rozo, Concha Bielza

Proceedings of the 16th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2021

2018

Asymmetric Hidden Markov Models with Continuous Variables.

Carlos Puerto-Santana, Concha Bielza, Pedro Larrañaga

Proceedings of the Advances in Artificial Intelligence, 2018