Javier Diaz-Rozo

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 8

Top Topics

Industrial Processes

Event Detection

Unsupervised Learning

Gaussian Mixture Model

Top Venues

IEEE Internet Things J.

Eng. Appl. Artif. Intell.

Publications

Miguel Angel Bermeo Ayerbe, Vincent Cocquempot, Carlos Ocampo-Martinez, Javier Diaz-Rozo
Remaining useful life estimation of ball-bearings based on motor current signature analysis. Reliab. Eng. Syst. Saf. 235 (2023)
Miguel Angel Bermeo Ayerbe, Carlos Ocampo-Martinez, Javier Diaz-Rozo
Non-intrusive condition monitoring based on event detection and functional data clustering. Eng. Appl. Artif. Intell. 124 (2023)
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)
Miguel Angel Bermeo Ayerbe, David Antonio Cruz-Rangel, Javier Diaz-Rozo, Carlos Ocampo-Martinez
Non-intrusive Load Monitoring Based on Event Detection and Unsupervised Learning for Airport Baggage Handling Systems. SOCO (2021)
Javier Diaz-Rozo, Concha Bielza, Pedro Larrañaga
Machine-tool condition monitoring with Gaussian mixture models-based dynamic probabilistic clustering. Eng. Appl. Artif. Intell. 89 (2020)
Javier Diaz-Rozo, Concha Bielza, Pedro Larrañaga
Clustering of Data Streams With Dynamic Gaussian Mixture Models: An IoT Application in Industrial Processes. IEEE Internet Things J. 5 (5) (2018)
Alberto Ogbechie, Javier Diaz-Rozo, Pedro Larrañaga, Concha Bielza
Dynamic Bayesian Network-Based Anomaly Detection for In-Process Visual Inspection of Laser Surface Heat Treatment. ML4CPS (2016)