Javier Diaz Rozo
Javier Diaz Rozo
CTO at Aingura IIoT / Postdoc at Computer Intelligence Group - Universidad Politécnica de Madrid
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Cited by
Cited by
Smart servitization within the context of industrial user–supplier relationships: contingencies according to a machine tool manufacturer
B Kamp, A Ochoa, J Diaz
International Journal on Interactive Design and Manufacturing (IJIDeM) 1 (13), 2016
Industrial applications of machine learning
P Larrañaga, D Atienza, J Diaz-Rozo, A Ogbechie, CE Puerto-Santana, ...
CRC press, 2018
Clustering of data streams with dynamic Gaussian mixture models: An IoT application in industrial processes
J Diaz-Rozo, C Bielza, P Larrañaga
IEEE Internet of Things Journal 5 (5), 3533-3547, 2018
Machine learning-based CPS for clustering high throughput machining cycle conditions
J Diaz-Rozo, C Bielza, P Larrañaga
Procedia Manufacturing 10, 997-1008, 2017
Machine-tool condition monitoring with Gaussian mixture models-based dynamic probabilistic clustering
J Diaz-Rozo, C Bielza, P Larrañaga
Engineering Applications of Artificial Intelligence 89, 103434, 2020
Dynamic Bayesian network-based anomaly detection for in-process visual inspection of laser surface heat treatment
A Ogbechie, J Díaz-Rozo, P Larrañaga, C Bielza
Machine Learning for Cyber Physical Systems: Selected papers from the …, 2017
Development and evaluation of a low-cost computer controlled reconfigurable rapid tool
OO Owodunni, J Diaz-Rozo, S Hinduja
Computer-Aided Design and Applications 1 (1-4), 101-108, 2004
Data-driven energy prediction modeling for both energy efficiency and maintenance in smart manufacturing systems
MA Bermeo-Ayerbe, C Ocampo-Martinez, J Diaz-Rozo
Energy 238, 121691, 2022
Machine Learning for Cyber Physical Systems: Selected Papers from the International Conference ML4CPS 2018
J Beyerer, C Kühnert, O Niggemann
Springer Nature, 2019
Making factories smarter through machine learning
D Isaacs, A Astarola, J Diaz, B Arejita
IIC Journal of Innovation, 29-40, 2017
Dynamic control of laser beam shape for heat treatment
P Sancho, M Montealegre, J Dominguez, P Alvarez, J Isaza
Journal of Laser Applications 30 (3), 2018
An optimization-based control strategy for energy efficiency of discrete manufacturing systems
JL Diaz, M Bermeo, J Diaz-Rozo, C Ocampo-Martinez
ISA transactions 93, 399-409, 2019
Implementation of the K-means algorithm on heterogeneous devices: a use case based on an industrial dataset
M Vidal, B Arejita, J Diaz, C Alvarez, D Jiménez González, ...
Parallel Computing is Everywhere (serie: Advances in Parallel Computing) 32 …, 2018
Adaptive predictive control for peripheral equipment management to enhance energy efficiency in smart manufacturing systems
MA Bermeo-Ayerbe, C Ocampo-Martínez, J Diaz-Rozo
Journal of cleaner production 291, 125556, 2021
Development of a Cyber-Physical System based on selective Gaussian naive Bayes model for a self-predict laser surface heat treatment process control
J Diaz, C Bielza, JL Ocaña, P Larranaga
Machine Learning for Cyber Physical Systems ML4CPS 1, 2015
Efficient anomaly detection in a laser-surface heat-treatment process via laser-spot tracking
D Atienza, C Bielza, J Diaz-Rozo, P Larranaga
IEEE/ASME Transactions on Mechatronics 26 (1), 405-415, 2020
Device and system including multiple devices for supervision and control of machines in industrial installation
J Diaz, JJ Gabilondo
US Patent 10,031,500, 2018
Anomaly Detection with a Spatio-Temporal Tracking of the Laser Spot
D Atienza, C Bielza, J Diaz, P Larrañaga
STAIRS 2016: Proceedings of the Eighth European Starting AI Researcher …, 2016
Recommendations for Sustainability in Production from a Machine-Tool Manufacturer
J Diaz, J Posada, I Barandiaran, C Toro
Second International Conference on Sustainable Design and Manufacturing, 2015
Mechanical rotor unbalance monitoring based on system identification and signal processing approaches
C Puerto-Santana, C Ocampo-Martinez, J Diaz-Rozo
Journal of Sound and Vibration 541, 117313, 2022
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