Personal profile
ShortBio
PhD in Computer Engineering, Double Degree in Physics and Electronic Engineering (2019; Master in Embedded Systems Engineering, 2021), he has been a predoctoral researcher at UPV / EHU carrying out his thesis in the field of embedded artificial intelligence applied to smart cities, in the field of Computer Science (2021-2024) under the title "Innovative algorithms for completion of resource intensive tasks in IoT devices & novel applications in the Smart City & Smart Building. In 2024 he joined the Tecnalia Research & Innovation Foundation to work in the same field of Computer Science. His experience in recent years focuses on the application of Artificial Intelligence models in embedded devices. He is the author of more than 3 articles in international journals, and has contributed to several international conferences.
Education/Academic qualification
Bachelor, Bachellor degree in Electronics Engineering
8 Sept 2014 → 19 Jul 2019
Award Date: 19 Jul 2024
Doctorate, PhD in Computer Science
3 Nov 2021 → 26 Apr 2024
Award Date: 26 Apr 2024
Master, Master Degree in Imbedded System's Engineering
23 Sept 2019 → 1 Jul 2021
Award Date: 1 Jul 2021
Bachelor, Bachellor degree in Physics
8 Sept 2014 → 19 Jul 2019
Award Date: 19 Jul 2019
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 3 Good Health and Well-being -
SDG 4 Quality Education -
SDG 7 Affordable and Clean Energy -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 11 Sustainable Cities and Communities -
SDG 12 Responsible Consumption and Production -
SDG 13 Climate Action
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Collaborations and top research areas from the last five years
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FFT based anomaly detection in railway systems
Garmendia-Orbegozo, A., Marquina, I. A., Anton, M. A. & Nunez-Gonzalez, J. D., 25 Oct 2024, Modelling and Simulation 2024 - 38th Annual European Simulation and Modelling Conference 2024, ESM 2024. Nunez-Gonzalez, J. D., Grana Romay, M. & Geril, P. (eds.). EUROSIS, p. 169-174 6 p. (Modelling and Simulation 2024 - 38th Annual European Simulation and Modelling Conference 2024, ESM 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Reduction of Vision-Based Models for Fall Detection
Garmendia-Orbegozo, A., Anton, M. A. & Nuñez-Gonzalez, J. D., Nov 2024, In: Sensors. 24, 22, 7256.Research output: Contribution to journal › Article › peer-review
Open AccessFile4 Citations (Scopus)1 Downloads (Pure) -
Task Offloading in Edge Computing Using GNNs and DQN
Garmendia-Orbegozo, A., Nunez-Gonzalez, J. D. & Anton, M. A., 11 Mar 2024, In: CMES - Computer Modeling in Engineering and Sciences. 139, 3, p. 2649-2671 23 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile6 Citations (Scopus)8 Downloads (Pure) -
Comprehensive Analysis of Different Techniques for Data Augmentation and Proposal of New Variants of BOSME and GAN
Garmendia-Orbegozo, A., Nuñez-Gonzalez, J. D., Anton Gonzalez, M. A. & Graña, M., 2023, Hybrid Artificial Intelligent Systems - 18th International Conference, HAIS 2023, Proceedings. García Bringas, P., Pérez García, H., Martínez de Pisón, F. J., Martínez Álvarez, F., Troncoso Lora, A., Herrero, Á., Calvo Rolle, J. L., Quintián, H. & Corchado, E. (eds.). Springer Science and Business Media Deutschland GmbH, p. 145-155 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14001 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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SLRProp: A Back-Propagation Variant of Sparse Low Rank Method for DNNs Reduction
Garmendia-Orbegozo, A., Nuñez-Gonzalez, J. D. & Anton, M. A., Mar 2023, In: Sensors. 23, 5, 2718.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Citation (Scopus)1 Downloads (Pure)
Thesis
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Modelos predictivos espacio - temporales basados en grafos enfocados a la optimización de la gestión de los servicios públicos en la Smart City
Garmendia Orbegozo, A. (Author), Núñez González (Supervisor) & Anton Gonzalez (Supervisor), 2024Doctoral thesis: Doctoral Thesis
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