Carlos Puerto-Santana

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 8

Top Topics

Feature Subset Selection

Viterbi Algorithm

Linear Gaussian

Top Venues

IEEE Internet Things J.

IEEE Trans. Neural Networks Learn. Syst.

Publications

Carlos Puerto-Santana, Pedro Larrañaga, Concha Bielza
Feature Saliencies in Asymmetric Hidden Markov Models. IEEE Trans. Neural Networks Learn. Syst. 35 (3) (2024)
Carlos Puerto-Santana, Concha Bielza, Pedro Larrañaga, Gustav Eje Henter
Context-specific kernel-based hidden Markov model for time series analysis. CoRR (2023)
Carlos Puerto-Santana, Pedro Larrañaga, Concha Bielza
Feature subset selection in data-stream environments using asymmetric hidden Markov models and novelty detection. Neurocomputing 554 (2023)
Carlos Puerto-Santana, Pedro Larrañaga, Concha Bielza
Autoregressive Asymmetric Linear Gaussian Hidden Markov Models. IEEE Trans. Pattern Anal. Mach. Intell. 44 (9) (2022)
Carlos Puerto-Santana, Concha Bielza, Javier Diaz-Rozo, Guillem Ramirez-Gargallo, Filippo Mantovani, Gaizka Virumbrales, Jesús Labarta, Pedro Larrañaga
Asymmetric HMMs for Online Ball-Bearing Health Assessments. IEEE Internet Things J. 9 (20) (2022)
Carlos Puerto-Santana, Pedro Larrañaga, Javier Diaz-Rozo, Concha Bielza
An Online Feature Selection Methodology for Ball-Bearing Harmonic Frequencies Based on HMMs. SOCO (2021)
Carlos Puerto-Santana, Pedro Larrañaga, Concha Bielza
Autoregressive Asymmetric Linear Gaussian Hidden Markov Models. CoRR (2020)
Carlos Puerto-Santana, Concha Bielza, Pedro Larrañaga
Asymmetric Hidden Markov Models with Continuous Variables. CAEPIA (2018)