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2025
A comprehensive survey of Federated Intrusion Detection Systems: Techniques, challenges and solutions
Makris, I., Karampasi, A., Radoglou-Grammatikis, P., Episkopos, N., Iturbe, E., Rios, E., Piperigkos, N., Lalos, A., Xenakis, C., Lagkas, T., Argyriou, V. & Sarigiannidis, P., May 2025, In: Computer Science Review. 56, 100717.Research output: Contribution to journal › Review article › peer-review
Open Access -
A methodology for expert knowledge imbrication in mooring system design using Bayesian based optimization
Aristondo, A., Abanda, A., Esteras, M., Nava, V. & Penalba, M., 2025, Innovations in Renewable Energies Offshore - Proceedings of the 6th International Conference on Renewable Energies Offshore, RENEW 2024. Soares, C. G. & Wang, S. (eds.). CRC Press/Balkema, p. 361-367 7 p. (Innovations in Renewable Energies Offshore - Proceedings of the 6th International Conference on Renewable Energies Offshore, RENEW 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A multi-level IIOT platform for boosting mines digitalization
Miñón, R., López-de-Armentia, J., Bonilla, L., Brazaola, A., Laña, I., Palacios, M. C., Mueller, S., Blaszczak, M., Zeiner, H., Tschuden, J., Quadri, M. Y., Garcia-Milà, I., Bartoli, A., Gormolla, N., Fernández, A., Segarra, P., Sanchidrián, J. A. & Hartlieb, P., Feb 2025, In: Future Generation Computer Systems. 163, 107501.Research output: Contribution to journal › Article › peer-review
Open Access -
A Tuning Method for the Supplementary Voltage Controller of Dual-Side Grid Forming Converters in Distributed Storage Systems
Perez-Basante, A., De Muro, A. G., Ordono, A., Ceballos, S., Unamuno, E. & Barrena, J. A., 2025, (Accepted/In press) In: IEEE Open Journal of the Industrial Electronics Society.Research output: Contribution to journal › Article › peer-review
Open Access -
Challenges and future research directions in secure multi-party computation for resource-constrained devices and large-scale computations
Gamiz, I., Regueiro, C., Lage, O., Jacob, E. & Astorga, J., Feb 2025, In: International Journal of Information Security. 24, 1, 27.Research output: Contribution to journal › Article › peer-review
Open Access -
Comprehensive prospective environmental assessment of innovative photovoltaic technologies: Integration into electricity grids in Finland, Germany, and Spain
Parascanu, M. M., Keiner, D., Breyer, C., Macé, P. & Lizasoain-Arteaga, E., 15 Jan 2025, In: Energy. 315, 134454.Research output: Contribution to journal › Article › peer-review
Open Access -
Corrigendum to “A life cycle assessment model to evaluate the environmental sustainability of lignin-based polyols” [Sustain. Prod. Consump. 52 (2024) 624–639, (S2352550924003312), (10.1016/j.spc.2024.11.019)]
Staccioli, L., dos Santos, A. M. R., Gallego, J., Kalliola, A., Fearon, O., Ortiz, P., Pitacco, W. & Carvalho, A., Mar 2025, In: Sustainable Production and Consumption. 54, p. 129 1 p.Research output: Contribution to journal › Comment/debate
Open Access -
Crop-conditional semantic segmentation for efficient agricultural disease assessment
Picon, A., Eguskiza, I., Galan, P., Gomez-Zamanillo, L., Romero, J., Klukas, C., Bereciartua-Perez, A., Scharner, M. & Navarra-Mestre, R., Mar 2025, In: Artificial Intelligence in Agriculture. 15, 1, p. 79-87 9 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Deep neural network for damage detection in Infante Dom Henrique bridge using multi-sensor data
Fernandez-Navamuel, A., Pardo, D., Magalhães, F., Zamora-Sánchez, D., Omella, Á. J. & Garcia-Sanchez, D., Jan 2025, In: Structural Health Monitoring. 24, 1, p. 372-401 30 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Design and experimental characterization of a propane-based reversible dual source/sink heat pump
Peña-Anton, X., Alonso, L., Martin-Escudero, K., Uriondo, Z. & Setien, E., 1 Jan 2025, In: Applied Thermal Engineering. 258, 124527.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
Digitalization of the Workflow for Drone-Assisted Inspection and Automated Assessment of Industrial Buildings for Effective Maintenance Management
Torres-Barriuso, J., Lasarte, N., Piñero, I., Roji, E. & Elguezabal, P., Jan 2025, In: Buildings. 15, 2, 242.Research output: Contribution to journal › Article › peer-review
Open Access -
Diverse policy generation for the flexible job-shop scheduling problem via deep reinforcement learning with a novel graph representation
Echeverria, I., Murua, M. & Santana, R., Jan 2025, In: Engineering Applications of Artificial Intelligence. 139, 109488.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
D-Wave's Nonlinear-Program Hybrid Solver: Description and Performance Analysis
Osaba, E. & Miranda-Rodriguez, P., 2025, In: IEEE Access. 13, p. 4724-4736 13 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Enhancing Mass Transport in Organic Redox Flow Batteries Through Electrode Obstacle Design
Martínez-López, J., Fernández-Gamiz, U., Sánchez-Díez, E., Beloki-Arrondo, A. & Ortega-Fernández, Í., Jan 2025, In: Batteries. 11, 1, 29.Research output: Contribution to journal › Article › peer-review
Open Access -
Experimental assessment of condition monitoring techniques for an OWC electrical generator operating at overload
Lopez-Mendia, J., Erkiaga, I., Ruiz-Minguela, P., Ruibal, I., Robles, E. & Ceballos, S., Jan 2025, In: Energy Conversion and Management: X. 25, 100869.Research output: Contribution to journal › Article › peer-review
Open Access -
Exploring Bandwidth Capabilities of Solar Cells for VLC Applications
Del Valle Morales, C. I., Zafra, J. C. T., Céspedes, M. M., Martinez-Sarriegui, I. & Sánchez-Pena, J. M., 2025, In: IEEE Transactions on Industrial Informatics. 21, 1, p. 894-901 8 p.Research output: Contribution to journal › Article › peer-review
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Feasibility of district heating in a mild climate: A comparison of warm and cold temperature networks in Bilbao
Sánchez-García, L., Averfalk, H., Hermoso-Martínez, N., Hernández-Iñarra, P., Möllerström, E. & Persson, U., 15 Jan 2025, In: Applied Energy. 378, 124384.Research output: Contribution to journal › Article › peer-review
Open Access -
Foaming and cross-linking of cellulose fibers using phytic acid
Orzan, E., Barrio, A., Biegler, V., Schaubeder, J. B., Bismarck, A., Spirk, S. & Nypelö, T., 1 Jan 2025, In: Carbohydrate Polymers. 347, 122617.Research output: Contribution to journal › Article › peer-review
Open Access3 Citations (Scopus) -
High power impulse magnetron sputtering deposited virucide and antibacterial CrN-Cu films and the durability of the antimicrobial activity
Domínguez-Meister, S., Mediavilla, J., Dianova, A., Álvarez, N., Insausti, S., Rujas, E., Nieva, J. L., Brizuela, M. & Braceras, I., 30 Jan 2025, In: Heliyon. 11, 2, e41936.Research output: Contribution to journal › Article › peer-review
Open Access -
High-throughput CALPHAD-guided design and experimental study on the development of a novel multicomponent as-cast Al-Si-Cu-Zn-Fe-Mn-Mg based alloy through the direct melting of post-consumer scrap
Sanchez, J. M., Galarraga, H., Marquez, I. & de Cortazar, M. G., 10 Feb 2025, In: Journal of Alloys and Compounds. 1015, 178888.Research output: Contribution to journal › Article › peer-review
Open Access -
Hybrid Quantum Solvers in Production: How to Succeed in the NISQ Era?
Osaba, E., Villar-Rodríguez, E., Gomez-Tejedor, A. & Oregi, I., 2025, Intelligent Data Engineering and Automated Learning – IDEAL 2024 - 25th International Conference, Proceedings. Julian, V., Camacho, D., Yin, H., Alberola, J. M., Nogueira, V. B., Novais, P. & Tallón-Ballesteros, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 423-434 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15347 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Improving the power production of Mutriku Wave Power Plant throughout tuning the actual generator and damping valve limits
Lopez-Mendia, J., Aristondo, A., Ricci, P., Lekube, J., Ceballos, S. & Robles, E., 1 Jan 2025, In: Ocean Engineering. 315, 119917.Research output: Contribution to journal › Article › peer-review
Open Access -
Leveraging constraint programming in a deep learning approach for dynamically solving the flexible job-shop scheduling problem
Echeverria, I., Murua, M. & Santana, R., 15 Mar 2025, In: Expert Systems with Applications. 265, 125895.Research output: Contribution to journal › Article › peer-review
Open Access -
Life cycle assessment of an innovative seabed cleaning platform for marine litter removal in aquatic ecosystems
Parascanu, M. M., Díaz, J. C., Mijangos, M. R., Sarralde, M. I., Salle, D. & Galdames, A. A., Feb 2025, In: Environmental Technology and Innovation. 37, 103971.Research output: Contribution to journal › Article › peer-review
Open Access -
Method for early analysis of the umbilical cable in a floating offshore wind turbine
Rico, A., López-Queija, J., Llorente, J. I. & Mendikoa, Í., Mar 2025, In: Marine Systems and Ocean Technology. 20, 1, 10.Research output: Contribution to journal › Article › peer-review
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Model-predictive control with admittance matrix estimation for the optimal power sharing in isolated DC microgrids
Ramirez-Marin, S. A., Garcés-Ruiz, A., Cortés-Borray, A. F., Perez-Basante, A. & Rodríguez-Seco, J. E., Apr 2025, In: Electric Power Systems Research. 241, 111380.Research output: Contribution to journal › Article › peer-review
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Multi-Assignment Scheduler: A New Behavioral Cloning Method for the Job-Shop Scheduling Problem
Echeverria, I., Murua, M. & Santana, R., 2025, Learning and Intelligent Optimization - 18th International Conference, LION 18, Revised Selected Papers. Festa, P., Ferone, D., Pastore, T. & Pisacane, O. (eds.). Springer Science and Business Media Deutschland GmbH, p. 138-152 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14990 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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On the analysis of adapting deep learning methods to hyperspectral imaging. Use case for WEEE recycling and dataset
Picon, A., Galan, P., Bereciartua-Perez, A. & Benito-del-Valle, L., 5 Apr 2025, In: Spectrochimica Acta - Part A: Molecular and Biomolecular Spectroscopy. 330, 125665.Research output: Contribution to journal › Article › peer-review
Open Access -
Overlap Number of Balls Model-Agnostic CounterFactuals (ONB-MACF): A data-morphology-based counterfactual generation method for trustworthy artificial intelligence
Pascual-Triana, J. D., Fernández, A., Del Ser, J. & Herrera, F., May 2025, In: Information Sciences. 701, 121844.Research output: Contribution to journal › Article › peer-review
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Prediction of Wear Rate by a New Direct Method Using the Friction Coefficient Curve
Villanueva, E., Albizuri, J., Caballero, P., Guraya, T. & Vicario, I., Jan 2025, In: Journal of Manufacturing and Materials Processing. 9, 1, 6.Research output: Contribution to journal › Article › peer-review
Open Access -
PRoT-FL: A privacy-preserving and robust Training Manager for Federated Learning
Gamiz, I., Regueiro, C., Jacob, E., Lage, O. & Higuero, M., Jan 2025, In: Information Processing and Management. 62, 1, 103929.Research output: Contribution to journal › Article › peer-review
Open AccessFile15 Downloads (Pure) -
Recovery and purification of acetic acid from extremely diluted solutions using a mixed bed ion exchange resin - technical feasibility
Roncal, T., Aguirre, A., Belaustegui, Y. & Andrés, E., 3 Jan 2025, In: RSC Advances. 15, 1, p. 477-488 12 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Resilience to the Flowing Unknown: An Open Set Recognition Framework for Data Streams
Barcina-Blanco, M., L. Lobo, J., Garcia-Bringas, P. & Del Ser, J., 2025, Hybrid Artificial Intelligent Systems - 19th International Conference, HAIS 2024, Proceedings. Quintián, H., Jove Pére, E., Calvo Rolle, J. L., Corchado, E., Troncoso Lora, A., Martínez Álvarez, F., Pérez García, H., Martínez de Pisón, F. J., García Bringas, P., Herrer, Á. & Fosci, P. (eds.). Springer Science and Business Media Deutschland GmbH, p. 139-152 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14857 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Sustainable Building Standards in the Galapagos Islands: Definition, Simulation, and Implementation in Representative Living Labs
Torres-Barriuso, J., Lopez-Villamor, I., Egusquiza, A., Garrido-Marijuan, A., Romero-Amorrortu, A. & Egiluz, Z., Jan 2025, In: Buildings. 15, 1, 122.Research output: Contribution to journal › Article › peer-review
Open Access -
Tailoring the properties of carbon molecular sieves membranes for the separation of propionic acid from aqueous solutions
Rahimalimamaghani, A., Pacheco Tanaka, D. A., Llosa Tanco, M. A. & Gallucci, F., Jan 2025, In: Journal of Membrane Science. 713, 123316.Research output: Contribution to journal › Article › peer-review
Open Access -
Taxonomic hierarchical loss function for enhanced crop and weed phenotyping in multi-task semantic segmentation
Picon, A., Mugica, D., Eguskiza, I., Bereciartua-Perez, A., Romero, J., Jimenez, C. J., Klukas, C., Gomez-Zamanillo, L., Eggers, T. & Navarra-Mestre, R., Mar 2025, In: Smart Agricultural Technology. 10, 100761.Research output: Contribution to journal › Article › peer-review
Open Access -
The future need for critical raw materials associated with long-term energy and climate strategies: The illustrative case study of power generation in Spain
García-Gusano, D., Iribarren, D., Muñoz, I., Arrizabalaga, E., Mabe, L. & Martín-Gamboa, M., 1 Jan 2025, In: Energy. 314, 134266.Research output: Contribution to journal › Article › peer-review
Open Access -
Tool Used to Assess Co-Benefits of Nature-Based Solutions in Urban Ecosystems for Human Wellbeing: Second Validation via Measurement Application
Herranz-Pascual, K., Anchustegui, P., Cantergiani, C. & Iraurgi, I., Jan 2025, In: Land. 14, 1, 203.Research output: Contribution to journal › Article › peer-review
Open Access -
Using Eye-Tracking Data to Examine Response Processes in Digital Competence Assessment for Validation Purposes
Bartolome Boloix, J., Garaizar, P., Loizaga Garmendia, E. & Bastida Merino, L., 24 Jan 2025, In: Applied Sciences (Switzerland). 15, 1215Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Using offline data to speed up Reinforcement Learning in procedurally generated environments
Andres, A., Schäfer, L., Albrecht, S. V. & Del Ser, J., 14 Feb 2025, In: Neurocomputing. 618, 129079.Research output: Contribution to journal › Article › peer-review
Open Access -
When synthetic plants get sick: Disease graded image datasets by novel regression-conditional diffusion models
Egusquiza, I., Benito-Del-Valle, L., Picón, A., Bereciartua-Pérez, A., Gómez-Zamanillo, L., Elola, A., Aramendi, E., Espejo, R., Eggers, T., Klukas, C. & Navarra-Mestre, R., Feb 2025, In: Computers and Electronics in Agriculture. 229, 109690.Research output: Contribution to journal › Article › peer-review
Open Access -
2024
A1–A5 Embodied Carbon Assessment to Evaluate Bio-Based Components in Façade System Modules
Morganti, L., Vandi, L., Astudillo Larraz, J., García-Jaca, J., Navarro Muedra, A. & Pracucci, A., Feb 2024, In: Sustainability. 16, 3, 1190.Research output: Contribution to journal › Article › peer-review
Open Access2 Citations (Scopus) -
A BIM TOOL FOR THE QUANTIFICATION OF WASTE AND IMPACTS IN HISTORICAL BUILDINGS RENOVATION PROJECTS
Veronica, G. C., David, G. E., Jaime, M. J., Erik, S. & Romera, J. M., 1 Jan 2024, REHABEND 2024 - Construction Pathology, Rehabilitation Technology and Heritage Management. Boffill, Y., Lombillo, I. & Blanco, H. (eds.). University of Cantabria - Building Technology R&D Group, p. 1261-1269 9 p. (REHABEND).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A Decentralized Private Data Marketplace using Blockchain and Secure Multi-Party Computation
Bernabé-Rodríguez, J., Garreta, A. & Lage, O., 6 Jun 2024, In: ACM Transactions on Privacy and Security. 27, 2, 19.Research output: Contribution to journal › Article › peer-review
Open Access2 Citations (Scopus) -
Advanced biotechnological processes to develop innovative probiotics with the ability to modulate intestinal microbiota
Chávarri, M. & Diez-Gutierrez, L., 1 Jan 2024, Human and Animal Microbiome Engineering. Elsevier, p. 129-138 10 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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Advanced manufacturing concept of a bio-inspired reaction wheel rotor for small- and medium-sized constellation satellites
Kaiser, N., Goossens, N., Jimenez, A., Laraudogoitia, I., Psarras, S. & Tsantzalis, S., Jan 2024, In: CEAS Space Journal. 16, 1, p. 73-86 14 p.Research output: Contribution to journal › Article › peer-review
Open Access3 Citations (Scopus) -
Advanced welding automation: Intelligent systems for multipass welding in Butt Double V-Groove and Tee Double Bevel configurations
Curiel, D., Suárez, A., Veiga, F., Aldalur, E. & Villanueva, P., Dec 2024, In: MethodsX. 13, 103027.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
Advances in the understanding of alkaline waste materials as potential eco-pozzolans: Characterisation, reactivity and behaviour
Frías, M., Moreno-Reyes, A. M., Vigil de la Villa, R., García, R., Martínez-Ramírez, S., Moreno, J. & Oleaga, A., 1 Sept 2024, In: Journal of Building Engineering. 92, 109744.Research output: Contribution to journal › Article › peer-review
Open Access2 Citations (Scopus) -
Advances in understanding R3 chemical reactivity in various traditional and emerging pozzolans: Chemical, mineralogical and calorimetric dimensions
Frías, M., Alujas, A., Moreno-Reyes, A., Ibañez, J. A., Paredes, M. V. & Vegas, I., 27 Dec 2024, In: Construction and Building Materials. 457, 139474.Research output: Contribution to journal › Article › peer-review
Open Access -
Advancing towards Safe Reinforcement Learning over Sparse Environments with Out-of-Distribution Observations: Detection and Adaptation Strategies
Martinez-Seras, A., Andres, A. & Del Ser, J., 2024, 2024 International Joint Conference on Neural Networks, IJCNN 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review