Carlos Puerto-Santana

Engineering · Physical Sciences

4h-index767citations16works1.02yr avg
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Research Topics

Industrial Vision Systems and Defect Detection(3), Time Series Analysis and Forecasting(3), Neural Networks and Applications(2), Digital Transformation in Industry(2), Manufacturing Process and Optimization(2)

Publications16 total

Improving frequency-features by parametric study of data-driven SHM schemes
2024· 1 citedOpen Access
Feature subset selection in data-stream environments using asymmetric hidden Markov models and novelty detection
Neurocomputing·2023· 3 cited
Context-specific kernel-based hidden Markov model for time series analysis
arXiv (Cornell University)·2023Open Access
Feature Saliencies in Asymmetric Hidden Markov Models
IEEE Transactions on Neural Networks and Learning Systems·2022· 4 cited
Asymmetric HMMs for Online Ball-Bearing Health Assessments
IEEE Internet of Things Journal·2022· 9 citedOpen Access
An Online Feature Selection Methodology for Ball-Bearing Harmonic Frequencies Based on HMMs
Advances in intelligent systems and computing·2021
Autoregressive Asymmetric Linear Gaussian Hidden Markov Models
IEEE Transactions on Pattern Analysis and Machine Intelligence·2021Open Access
Component-Level Case Study: Remaining Useful Life of Bearings
2018
Machine Learning
2018· 1 cited
The Fourth Industrial Revolution
2018· 671 cited
Production-Level Case Study: Automated Visual Inspection of a Laser Process
2018
Applications of Machine Learning in Industrial Sectors
2018· 1 cited
Distribution-Level Case Study: Forecasting of Air Freight Delays
2018
Industrial Applications of Machine Learning
2018· 76 cited
Machine-Level Case Study: Fingerprint of Industrial Motors
2018
Asymmetric Hidden Markov Models with Continuous Variables
Lecture notes in computer science·2018· 1 cited

Frequent Co-authors

Pedro Larrañaga(15), Concha Bielza(15), Javier Díaz-Rozo(11), Alberto Ogbechie(8), David Atienza(4), David Atienza(4), Guillem Ramirez-Gargallo(1), Filippo Mantovani(1), Gaizka Virumbrales(1), Jesús Labarta(1), Carlos Ocampo‐Martínez(1), Gustav Eje Henter(1)