Research output per year
Research output per year
Personal profile
ShortBio
Rubén Mulero holds a M.Sc in Computational Engineering and Intelligent Systems by the University of the Basque Country (UPV/EHU) and has a B.Sc in Computer Engineering by the same university. Rubén has worked in the academic community by deploying systems in intelligent environments following the principle of Smart Cities. Rubén has experience in the recent Machine Learning algorithms as well as experience in intelligent systems. His research interest includes, web of things, intelligent systems and machine learning. Currently he is a PhD candidate developing this thesis around the generalisation of the neuronal networks.
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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Collaborations and top research areas from the last five years
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An Early Decision Support Tool for Energy-Focused Renovation of Residential Buildings
Arregi, B., Castelruiz, A., Prataviera, E., Zarrella, A., Bourreau, P., Viot, H., Çetin, M. Y., Fuccaro, M., Alonso, R., Armijos-Moya, T., Konstantinou, T., Mediavilla, A., Vicente-Gómez, N., Mulero, R. & Elguezabal, P., 2024, 2024 9th International Conference on Smart and Sustainable Technologies, SpliTech 2024. Solic, P., Nizetic, S., Rodrigues, J. J. P. C., Rodrigues, J. J. P. C., Gonzalez-de-Artaza, D.L.-D.-I., Perkovic, T., Catarinucci, L. & Patrono, L. (eds.). Institute of Electrical and Electronics Engineers Inc., (2024 9th International Conference on Smart and Sustainable Technologies, SpliTech 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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AN EVOLUTIONARY ALGORITHM-BASED MODEL PREDICTIVE CONTROL FOR COMBINED ELECTRICAL AND THERMAL ENERGY SYSTEMS
Noye, S., Urueña Andreu, A., Mulero Martinez, R., Alonso Segade, R. & Carrera Martin, A., 2024, Proceedings of the 2024 European Conference on Computing in Construction. Srećković, M., Kassem, M., Soman, R. & Chassiakos, A. (eds.). European Council on Computing in Construction (EC3), p. 703-710 8 p. (Proceedings of the European Conference on Computing in Construction; vol. 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A generalization performance study using deep learning networks in embedded systems
Gorospe, J., Mulero, R., Arbelaitz, O., Muguerza, J. & Antón, M. Á., 3 Feb 2021, In: Sensors. 21, 4, p. 1-29 29 p., 1031.Research output: Contribution to journal › Article › peer-review
Open AccessFile22 Citations (Scopus)1 Downloads (Pure) -
Designing a generalised reward for Building Energy Management Reinforcement Learning agents
Martinez, R. M., Goikolea, B. A., Beitia, I. M., Martinez, R. G., Mulero, R., Arregi, B., Mendialdua, I. & Garay, R., 8 Sept 2021, unknown. Solic, P., Nizetic, S., Rodrigues, J. J. P. C., Rodrigues, J. J. P. C., Gonzalez-de-Artaza, D.L.-D.-I., Perkovic, T., Catarinucci, L. & Patrono, L. (eds.). IEEE, p. 1-6 6 p. (2021 6th International Conference on Smart and Sustainable Technologies, SpliTech 2021).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Smart Building: The Tecnalia KUBIK Use Case: The Tecnalia KUBIK Use Case
Noyé, S., Aranburu, L., Puente, S., Mulero, R. & Antón, M. Á., Jul 2021, unknown. NOW The Essence of Knowledge, p. 241-258 18 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
Open AccessFile2 Downloads (Pure)