Dr Raul Santos-Rodriguez

MSc (Carlos III), PhD (Carlos III)

Associate Professor of Data Science and Intelligent Systems, Department of Engineering Mathematics

Emailenrsr@bristol.ac.uk

BS8 1TW

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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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1 Finished
4 Active

8032 EPSRC Turing AI Fellowship: Interactive Annotations in AI EP/V024817/1
Santos-Rodriguez, R.
1/01/21 → 31/12/25
Project: Research
HDR-UK South West Better Care Partnership
Denholm, R. E., Sterne, J. A. C., Macleod, J. A. A., Turner, K. M. E., Dowsey , A., Harfield, P. D., Blom, A. W., Judge, A., Santos-Rodriguez, R. & Bourdeaux, C. P.
1/05/20 → 31/03/23
Project: Research
SPHERE2
Craddock, I. J., Mirmehdi, M., Piechocki, R. J., Flach, P. A., Oikonomou, G., Burghardt, T., Damen, D., Santos-Rodriguez, R., O'Kane, A. A., McConville, R., Masullo, A. & Gooberman-Hill, R. J. S.
1/10/18 → 30/09/21
Project: Research, Parent

35 Conference Contribution (Conference Proceeding)
23 Article (Academic Journal)
3 Conference Paper
1 Conference Abstract
More
- 1 Review article (Academic Journal)
- 1 Other contribution

Attention Network-Based Human Acticity Recognition Using Fused Sensor Data
Bi, H., Perello Nieto, M., Tonkin, E. L., Santos-Rodriguez, R. & Flach, P. A., 2020, (In preparation) In: Sensors.
Research output: Contribution to journal › Article (Academic Journal) › peer-review
Conditional t-SNE: more informative t-SNE embeddings
Kang, B., García García, D., Lijffijt, J., Santos-Rodríguez, R. & De Bie, T., 2020, (Accepted/In press) In: Machine Learning.
Research output: Contribution to journal › Article (Academic Journal) › peer-review

Open Access
1 Citation (Scopus)
Enforcing Perceptual Consistency on Generative Adversarial Networks by Using the Normalised Laplacian Pyramid Distance
Hepburn, A., Laparra, V., McConville, R. & Santos-Rodriguez, R., 6 Feb 2020, Proceedings of the Northern Lights Deep Learning Workshop 2020 . Septentrio Academic Publishing, Vol. 1. 6 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

Open Access
File
51 Downloads (Pure)

1 Participation in workshop, seminar, course

What and How of Machine Learning Transparency
Kacper Sokol (Organiser), Alex Hepburn (Organiser), Raul Santos-Rodriguez (Organiser) & Peter A Flach (Organiser)
18 Sep 2020
Activity: Participating in or organising an event types › Participation in workshop, seminar, course

Research interests

8032 EPSRC Turing AI Fellowship: Interactive Annotations in AI EP/V024817/1

HDR-UK South West Better Care Partnership

SPHERE2

Attention Network-Based Human Acticity Recognition Using Fused Sensor Data

Conditional t-SNE: more informative t-SNE embeddings

Enforcing Perceptual Consistency on Generative Adversarial Networks by Using the Normalised Laplacian Pyramid Distance

What and How of Machine Learning Transparency