Dr Raul Santos-Rodriguez

Dr Raul Santos-Rodriguez
MSc (Carlos III), PhD (Carlos III)

Senior Lecturer in Data Science and Intelligent Systems

Area of research

Data science / Machine learning

Office 2.41
Merchant Venturers Building,
Woodland Road, Clifton BS8 1UB
(See a map)

Tel. +44 (0) 117 394 5485
enrsr@bristol.ac.uk

Research summary

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.

Biography

I completed my PhD in Machine Learning in 2011 under the supervision of Prof Jesus Cid-Sueiro. Later, I was a postdoctoral researcher at the Intelligent Systems Laboratory, University of Bristol, working with Prof Tijl de Bie. After a year as a data scientist developing large-scale recommender systems, in 2014 I moved to IPL, Universitat de València, where I was a Research Fellow working with Prof Gustau Camps-Valls.

Recent publications

Morales-Álvarez, P, Ruiz, P, Santos-Rodríguez, R, Molina, R & Katsaggelos, AK, 2019, ‘Scalable and efficient learning from crowds with Gaussian processes’. Information Fusion, vol 52., pp. 110-127
McWilliams, C, Inoue, J, Wadey, P, Palmer, G, Santos-Rodriguez, R & Bourdeaux, C, 2019, ‘Curation of an intensive care research data set from routinely collected data in an NHS trust’. F1000Research.

Faculty of Engineering

Dr Raul Santos-Rodriguez