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Dr Raul Santos-Rodriguez

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

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.

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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

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Recent publications

  • Poyiadzi, R, Santos-Rodriguez, R & Twomey, N, 2019, ‘Active Learning with Label Proportions’. in: 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2019). Institute of Electrical and Electronics Engineers (IEEE), pp. 3097-3101
  • Poyiadzi, R, Santos-Rodriguez, R & De Bie, T, 2019, ‘Ordinal Label Proportions’. in: Francesco Bonchi, Thomas Gärtner, Neil Hurley, Georgiana Ifrim, Michele Berlingerio (eds) Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2018, Dublin, Ireland, September 10–14, 2018, Proceedings, Part I. Springer, Cham, pp. 306-321

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View complete publications list in the University of Bristol publications system

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