Javier Diaz-Rozo

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Concha BielzaProfessor of Statistics and Operations Research, Technical University of MadridVerified email at fi.upm.es
Pedro LarrañagaProfessor of Artificial Intelligence - Universidad Politécnica de 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 CatalunyaVerified email at 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
Miquel Vidal i PinyolBarcelona Supercomputing Center (BSC)Verified email at bsc.es
Daniel Jimenez GonzalezBarcelona Supercomputing Center (BSC) / Universitat Politècnica de CatalunyaVerified email at ac.upc.edu
Xavier MartorellUniversitat Politècnica de CatalunyaVerified email at upc.edu
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
Oladele OwodunniEngineering Scholar, Educator and ProfessionalVerified email at chester.ac.uk
Srichand HindujaThe University of Manchester, UMISTVerified email at manchester.ac.uk
JOSE L. OCAÑAUNIVERSIDAD POLITÉCNICA DE MADRIDVerified email at etsii.upm.es
Jenny L. Diaz C.University of VirginiaVerified email at unal.edu.co
Cristian Puerto-SantanaPhD. Student at universitat politècnica de catalunya (UPC)Verified email at upc.edu
Jesus LabartaProfessor Computer Architecture, Technical University of Catalonia (UPC) and Barcelona Supercomputing Center (BSC)Verified email at bsc.es

Javier Diaz-Rozo

CTO at Aingura IIoT

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	105	2016
Industrial applications of machine learning P Larrañaga, D Atienza, J Diaz-Rozo, A Ogbechie, CE Puerto-Santana, ... CRC press, 2018	87	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	73	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	57	2017
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	48	2022
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	31	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	25	2017
Machine Learning for Cyber Physical Systems: Selected Papers from the International Conference ML4CPS 2018 J Beyerer, C Kühnert, O Niggemann Springer Nature, 2019	21	2019
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
Making factories smarter through machine learning D Isaacs, A Astarola, J Diaz, B Arejita IIC Journal of Innovation 3, 29-40, 2017	17	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	16	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	12	2021
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
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	8	2022
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	7	2015
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	6	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
Asymmetric HMMs for online ball-bearing health assessments C Puerto-Santana, C Bielza, J Diaz-Rozo, G Ramirez-Gargallo, ... IEEE Internet of Things Journal 9 (20), 20160-20177, 2022	4	2022
Efficient anomaly detection in a laser-surface heat-treatment process via laser-spot tracking D Atienza, C Bielza, J Diaz-Rozo, P Larrañaga IEEE/ASME Transactions on Mechatronics 26 (1), 405-415, 2020	4	2020

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