CUFinder

Carlos Puerto-Santana

About Carlos Puerto-Santana

Carlos Puerto-Santana, With an exceptional h-index of 3 and a recent h-index of 3 (since 2020), a distinguished researcher at Universidad Politécnica de Madrid, specializes in the field of Hidden Markov models, Bayesian networks, Clustering, IIoT.

His recent articles reflect a diverse array of research interests and contributions to the field:

Asymmetric hidden Markov models and extensions applied to industry

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

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

Feature Saliencies in Asymmetric Hidden Markov Models

Asymmetric HMMs for online ball-bearing health assessments

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

Autoregressive asymmetric linear Gaussian hidden Markov models

Carlos Puerto-Santana Information

University

Position

___

Citations(all)

96

Citations(since 2020)

95

Cited By

30

hIndex(all)

3

hIndex(since 2020)

3

i10Index(all)

1

i10Index(since 2020)

1

Email

University Profile Page

Google Scholar

Carlos Puerto-Santana Skills & Research Interests

Hidden Markov models

Bayesian networks

Clustering

IIoT

Top articles of Carlos Puerto-Santana

Asymmetric hidden Markov models and extensions applied to industry

2023/3/2

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

arXiv preprint arXiv:2301.09870

2023/1/24

Carlos Puerto-Santana
Carlos Puerto-Santana

H-Index: 1

Pedro Larrañaga
Pedro Larrañaga

H-Index: 35

Gustav Eje Henter
Gustav Eje Henter

H-Index: 15

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

Neurocomputing

2023/8/1

Carlos Puerto-Santana
Carlos Puerto-Santana

H-Index: 1

Pedro Larrañaga
Pedro Larrañaga

H-Index: 35

Feature Saliencies in Asymmetric Hidden Markov Models

IEEE Transactions on Neural Networks and Learning Systems

2022/8/8

Pedro Larrañaga
Pedro Larrañaga

H-Index: 35

Asymmetric HMMs for online ball-bearing health assessments

IEEE Internet of Things Journal

2022/5/6

Carlos Puerto-Santana
Carlos Puerto-Santana

H-Index: 1

Pedro Larrañaga
Pedro Larrañaga

H-Index: 35

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

2022

Carlos Puerto-Santana
Carlos Puerto-Santana

H-Index: 1

Pedro Larrañaga
Pedro Larrañaga

H-Index: 35

Autoregressive asymmetric linear Gaussian hidden Markov models

IEEE Transactions on Pattern Analysis and Machine Intelligence

2021/3/25

Carlos Puerto-Santana
Carlos Puerto-Santana

H-Index: 1

Pedro Larrañaga
Pedro Larrañaga

H-Index: 35

See List of Professors in Carlos Puerto-Santana University(Universidad Politécnica de Madrid)