Projects per year
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.
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Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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8032 EPSRC Turing AI Fellowship: Interactive Annotations in AI EP/V024817/1
1/01/21 → 31/12/25
Project: Research, Parent
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8032 EPSRC Turing AI Fellowship: Interactive Annotations in AI EP/V024817/1
1/01/21 → 31/12/25
Project: Research
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Research output
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A machine learning emulator for Lagrangian particle dispersion model footprints: a case study using NAME
Fillola, E., Santos-Rodriguez, R., Manning, A., O'Doherty, S. & Rigby, M., 12 Apr 2023, In: Geoscientific Model Development. 16, 7, p. 1997-2009 13 p.Research output: Contribution to journal › Article (Academic Journal) › peer-review
Open Access -
A multi-sensor dataset with annotated activities of daily living recorded in a residential setting
Tonkin, E. L., Holmes, M. H., Song, H., Twomey, N. J., Diethe, T. R., Kull, M., Perello Nieto, M., Camplani, M., Hannuna, S. L., Fafoutis, X., Zhu, N., Woznowski, P. R., Tourte, G. J. L., Santos-Rodriguez, R., Flach, P. A. & Craddock, I. J., 23 Mar 2023, In: Scientific Data. 10, 1, p. 1-15 15 p., 162.Research output: Contribution to journal › Article (Academic Journal) › peer-review
Open Access -
Classifier calibration: a survey on how to assess and improve predicted class probabilities
de Menezes e Silva Filho, T., Song, H., Perello Nieto, M., Santos-Rodriguez, R., Kull, M. & Flach, P. A., 16 May 2023, In: Machine Learning.Research output: Contribution to journal › Article (Academic Journal) › peer-review
Open Access
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. L. (Creator), Holmes, M. (Creator), Song, H. (Creator), Twomey, N. (Creator), Diethe, T. (Creator), Kull, M. (Creator), Perello Nieto, M. (Creator), Camplani, M. (Creator), Hannuna, S. L. (Creator), Fafoutis, X. (Creator), Zhu, N. (Creator), Woznowski, P. R. (Creator), Tourte, G. J. L. (Creator), Santos-Rodriguez, R. (Creator), Flach, P. A. (Creator) & Craddock, I. J. (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, Aisling A (Recipient), Marshall, Paul (Recipient), Ayobi, Amid (Recipient), Stawarz, Katarzyna (Recipient), Flach, Peter A (Recipient), Santos-Rodriguez, Raul (Recipient) & Yamagata, Taku (Recipient), 4 Feb 2021
Prize: Prizes, Medals, Awards and Grants
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CSCW 2021 Honorary Mention
Ayobi, Amid (Recipient), Stawarz, Katarzyna (Recipient), Katz, Dmitri (Recipient), Marshall, Paul (Recipient), Yamagata, Taku (Recipient), Santos-Rodriguez, Raul (Recipient), Flach, Peter A (Recipient) & O'Kane, Aisling 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
Kacper Sokol (Organiser), Alex Hepburn (Organiser), Raul Santos-Rodriguez (Organiser) & Peter A Flach (Organiser)
18 Sep 2020Activity: Participating in or organising an event types › Participation in workshop, seminar, course