Personal profile
Research interests
My research interests lie in data science, machine learning, artificial intelligence and their applications to signal processing, particularly healthcare, remote sensing and music information retrieval.
Research Groups and Themes
- Intelligent Systems Laboratory
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Collaborations and top research areas from the last five years
Research output
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Enabling fast greenhouse gas emissions inference from satellites with GATES: a Graph-Neural-Network Atmospheric Transport Emulation System
Fillola, E., Santos-Rodriguez, R., Tunnicliffe, R., Clark, J. N., Keshtmand, N., Ganesan, A. & Rigby, M., 5 Mar 2026, In: Geoscientific Model Development. 19, 5, p. 1893-1915 23 p.Research output: Contribution to journal › Article (Academic Journal) › peer-review
Open Access -
Exploring the Requirements of Clinicians for Transparent and Trustworthy Decision Support Systems in Intensive Care: Semistructured Interview Study (Preprint)
Clark, J. N., Wragg, M., Nielsen, E., Perello-Nieto, M., Keshtmand, N., Ambler, M., Sharma, S., Bourdeaux, C., Brigden, A. & Santos-Rodriguez, R., 20 Jan 2026Research output: Other contribution
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A Graph Neural Network emulator for greenhouse gas emissions inference
Fillola, E., Santos-Rodriguez, R. & Rigby, M., 20 Jan 2025Research output: Other contribution
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Global Methane Flux Inference using Emulated Atmospheric Transport
Santos-Rodriguez, R. (Principal Investigator)
1/05/25 → 31/10/28
Project: Research
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Transforming the Objective Real-world measUrement of Symptoms (TORUS)
Craddock, I. J. (Principal Investigator), O'Kane, A. A. (Co-Investigator), Whone, A. L. (Co-Investigator), Masullo, A. (Co-Investigator), Morgan, C. A. M. (Co-Investigator), Oikonomou, G. (Co-Investigator), Mirmehdi, M. (Co-Investigator), Santos-Rodriguez, R. (Co-Investigator), McConville, R. (Co-Investigator) & Dong, S. (Researcher)
1/10/23 → 30/09/28
Project: Research, Parent
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8032 EPSRC INSTITUTIONAL SPONSORSHIP
Santos-Rodriguez, R. (Principal Investigator)
1/08/16 → …
Project: Research
Datasets
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SPHERE house scripted dataset: A multi-sensor dataset with annotated activities of daily living recorded in a residential setting v2.0
Tonkin, E. (Creator), Holmes, M. (Creator), Song, H. (Creator), Twomey, N. (Creator), Diethe, T. (Creator), Kull, M. (Creator), Nieto, M. P. (Creator), Camplani, M. (Creator), Hannuna, S. (Creator), Fafoutis, X. (Creator), Zhu, N. (Creator), Woznowski, P. R. (Creator), Tourte, G. (Creator), Santos-Rodriguez, R. (Creator), Flach, P. (Creator) & Craddock, I. (Creator), University of Bristol, 3 Nov 2022
DOI: 10.5523/bris.2h0wyctxrd69j2oqccsi45hy1p, http://data.bris.ac.uk/data/dataset/2h0wyctxrd69j2oqccsi45hy1p
Dataset
Prizes
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Collaborate to Innovate 2020, Healthcare & Medical Winner
O'Kane, A. A. (Recipient), Marshall, P. (Recipient), Ayobi, A. (Recipient), Stawarz, K. (Recipient), Flach, P. A. (Recipient), Santos-Rodriguez, R. (Recipient) & Yamagata, T. (Recipient), 4 Feb 2021
Prize: Prizes, Medals, Awards and Grants
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CSCW 2021 Honorary Mention
Ayobi, A. (Recipient), Stawarz, K. (Recipient), Katz, D. (Recipient), Marshall, P. (Recipient), Yamagata, T. (Recipient), Santos-Rodriguez, R. (Recipient), Flach, P. A. (Recipient) & O'Kane, A. A. (Recipient), 14 Oct 2021
Prize: Prizes, Medals, Awards and Grants
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Activities
- 1 Participation in workshop, seminar, course
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What and How of Machine Learning Transparency
Sokol, K. (Organiser), Hepburn , A. (Organiser), Santos-Rodriguez, R. (Organiser) & Flach, P. A. (Organiser)
18 Sept 2020Activity: Participating in or organising an event types › Participation in workshop, seminar, course