Personal profile
Research interests
My research focuses on the use of machine learning and non-invasive technologies (e.g. wearable and embedded devices, cameras, physiological sensors) to understand human behavior, monitor health, and improve people’s quality of life.
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 7 Affordable and Clean Energy
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Collaborations and top research areas from the last five years
Projects
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Detección automática de acciones sociales mediante sensores de movimiento vestibles y Edge AI
Cabrera Quirós, L. (Institutional academic coordinator) & Castro Godínez, J. (Institutional academic collaborator)
Project: Research Projects Internally funded › Basic and applied research
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Robust DCNN: The impact of approximate multipliers in defending against adversarial attacks
Askarizadeh, M. J., Castro-Godínez, J., Farahmand, E., Mahani, A., Cabrera-Quirós, L. & Salazar-García, C., Mar 2026, In: Future Generation Computer Systems. 176, 15 p., 108220.Research output: Contribution to journal › Article › peer-review
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Benchmarking of Microcontroller-based Platforms for EdgeAI Applications
Li, W. C., Castro-Godinez, J., Salazar-Garcia, C. & Cabrera-Quiros, L., 2024, 2024 IEEE 42nd Central America and Panama Convention, CONCAPAN 2024. 2024 ed. Institute of Electrical and Electronics Engineers Inc.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Exploring DNN Robustness Against Adversarial Attacks Using Approximate Multipliers
Askarizadeh, M. J., Castro-Godinez, J., Farahmand, E., Mahani, A., Cabrera-Quiros, L. & Salazar-Garcia, C., 2024, 2024 IEEE 42nd Central America and Panama Convention, CONCAPAN 2024. 2024 ed. Institute of Electrical and Electronics Engineers Inc.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Opportunities and Challenges of Emerging Human-AI Interactions to Support Healthcare in the Global South
Fuentes, C., Rodríguez, I., Cajamarca, G., Cabrera-Quiros, L., Lucero, A., Herskovic, V. & O'hara, K., 13 Nov 2024, CSCW Companion 2024 - Companion of the 2024 Computer-Supported Cooperative Work and Social Computing. Bernstein, M., Bruckman, A., Gadiraju, U., Halfaker, A., Ma, X., Pinatti, F., Redi, M., Ribes, D., Savage, S. & Zhang, A. (eds.). Association for Computing Machinery, p. 724-727 4 p. (Proceedings of the ACM Conference on Computer Supported Cooperative Work, CSCW).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access2 Scopus citations -
REWIND Dataset: Privacy-preserving Speaking Status Segmentation from Multimodal Body Movement Signals in the Wild
Vargas-Quiros, J., Raman, C., Tan, S., Gedik, E., Cabrera-Quiros, L. & Hung, H., 2024Research output: Other contribution › peer-review