Personal profile
ShortBio
MSc. in Physical Sciences (1998) and Electronics Engineer (2002) from the University of the Basque Country, Spain.
She currently works as project manager and senior researcher in AI & Big Data Platform research group from the Industry & Mobility business unit in TECNALIA.
She has extensive experience in R&D&I projects at both national and European levels. She specializes in the application of technologies related to Natural Language Processing (NLP), generative AI, System Interoperability, Semantic Technologies, IoT, and client/server and publish/subscribe middleware architectures (MQTT, DDS).
Recent R&D lines include: context learning, prompt engineering, model fine-tuning, LLMs, RAG (Retrieval Augmented Generation) techniques, information extraction and classification, conversational assistants, and agents.
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 2 Zero Hunger -
SDG 7 Affordable and Clean Energy -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 11 Sustainable Cities and Communities -
SDG 12 Responsible Consumption and Production
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Collaborations and top research areas from the last five years
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Improving the Classification of Cybersecurity Attack Procedures using Retrieval Augmented Generation
Bilbao-Arechabala, S., Atutxa, A. & Del Ser, J., Sept 2025, In: Procesamiento del Lenguaje Natural. 75, p. 199-210 12 p.Research output: Contribution to journal › Article › peer-review
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Connected and Intelligent Framework for Vehicle Automation in Smart-Ports
Vaca-Recalde, M. E., Marcano, M., Matute, J., Hidalgo, C., Martinez-Rodriguez, B., Bilbao-Arechabala, S., Jorge-Hernandez, F., Murgoitio, J., Perez, J., Santaella, J. & Camacho, A., 2024, In: IEEE Access. 12, p. 120347-120361 15 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile3 Citations (Scopus)2 Downloads (Pure) -
A practical approach to cross-agri-domain interoperability and integration
Bilbao-Arechabala, S. & Martinez-Rodriguez, B., 2022, p. 1-6. 6 p.Research output: Contribution to conference › Paper › peer-review
3 Citations (Scopus) -
Machine Learning Based Soft Sensing Tool for the Prediction of Leaf Wetness Duration in Precision Agriculture
Arostegi Perez, M., Manjarres Martinez, D., Bilbao Arechabala, S. & Del Ser Lorente, J., Jan 2022, 16th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2021). Springer, p. 525-535 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Security architecture for swarms of autonomous vehicles in smart farming
Martínez-Rodríguez, B., Bilbao-Arechabala, S. & Jorge-Hernandez, F., 11 May 2021, In: Applied Sciences (Switzerland). 11, 10, 4341.Research output: Contribution to journal › Article › peer-review
Open AccessFile11 Citations (Scopus)6 Downloads (Pure)
Datasets
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ENERSHARE Open APIs
Bilbao Arechabala, S. (Creator), Lejarazu, A. (Creator) & Pujana, A. (Creator), Zenodo, 17 Jun 2025
Dataset