Javier Diaz Rozo

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Pedro LarrañagaProfessor of Artificial Intelligence - Technical University of MadridVerified email at fi.upm.es
Concha BielzaProfessor of Statistics and Operations Research, Technical University of MadridVerified email at fi.upm.es
Carlos Ocampo-MartinezUniversitat Politècnica de Catalunya - BarcelonaTECH (UPC)Verified email at upc.edu
Miguel Angel Bermeo AyerbeUniversitat Politècnica de Catalunya & Aingura IIoTVerified email at iri.upc.edu
Carlos Puerto-SantanaUniversidad politecnica de MadridVerified email at alumnos.upm.es
Alberto OgbechiePhD student, Computational Intelligence Group, Technical University of MadridVerified email at upm.es
Bart KampOrkestra-Basque Institute of CompetitivenessVerified email at orkestra.deusto.es
M Angeles MontealegreIkerguneVerified email at ikergune.com
Filippo MantovaniPost-doc at Barcelona Supercomputing CenterVerified email at bsc.es
Oladele OwodunniEngineering Scholar, Educator and ProfessionalVerified email at chester.ac.uk
Srichand HindujaThe University of Manchester, UMISTVerified email at manchester.ac.uk
Juergen BeyererProfessor für Informatik KIT Karlsruhe und Leiter des Fraunhofer-IOSBVerified email at iosb.fraunhofer.de
Oliver NiggemannHelmut-Schmidt-Universität / Universität der Bundeswehr HamburgVerified email at hsu-hh.de
JOSE L. OCAÑAUNIVERSIDAD POLITÉCNICA DE MADRIDVerified email at etsii.upm.es
Miquel Vidal PiñolBarcelona Supercomputing Center (BSC)Verified email at bsc.es
Daniel Jimenez GonzalezBarcelona Supercomputing Center (BSC) / Universitat Politècnica de CatalunyaVerified email at ac.upc.edu
Jenny L. Diaz C.University of VirginiaVerified email at unal.edu.co
Xavier MartorellUniversitat Politècnica de CatalunyaVerified email at upc.edu
Jorge PosadaAssociate Director, Vicomtech. President, GraphicsVision.aiVerified email at vicomtech.org
Iñigo BarandiaranIndustry and advanced manufacturing department director of Vicomtech.Verified email at vicomtech.org

Javier Diaz Rozo

CTO at Aingura IIoT / Postdoc at Computer Intelligence Group - Universidad Politécnica de Madrid

Verified email at ainguraiiot.com

Advanced Manufacturing Technologies Machine Learning Data Streams IIoT Industrie 4.0


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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	100	2016
Industrial applications of machine learning P Larrañaga, D Atienza, J Diaz-Rozo, A Ogbechie, CE Puerto-Santana, ... CRC press, 2018	71	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	62	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	49	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	26	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	22	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	21	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	20	2022
Machine Learning for Cyber Physical Systems: Selected Papers from the International Conference ML4CPS 2018 J Beyerer, C Kühnert, O Niggemann Springer Nature, 2019	16	2019
Making factories smarter through machine learning D Isaacs, A Astarola, J Diaz, B Arejita IIC Journal of Innovation, 29-40, 2017	16	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	12	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	11	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	11	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	9	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	6	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	5	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	5	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	5*	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	3	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	2	2022

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