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Dr Raul Santos-Rodriguez

MSc (Carlos III), PhD (Carlos III)

  • BS8 1UB

20112020

Research output per year

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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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Projects

8032 EPSRC INSTITUTIONAL SPONSORSHIP

Santos-Rodriguez, R.

1/08/16 → …

Project: Research

Machine learning for intensive care decision support

Santos-Rodriguez, R., Mcwilliams, C. J., Gilchrist, I. D. & Champneys, A. R.

1/10/18 → 31/12/19

Project: Other

Research Output

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)

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
    • 33 Downloads (Pure)

    FACE: Feasible and Actionable Counterfactual Explanations

    Poyiadzi, R., Sokol, K., Santos-Rodriguez, R., Tijl De, B. & Flach, P. A., 1 Feb 2020, AIES '20: Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society. Association for Computing Machinery (ACM), p. 344-350 7 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference Contribution (Conference Proceeding)

    Open Access
    File
    • 53 Downloads (Pure)

    Supervised Work

    Robust and Efficient Residential Indoor Localisation for Healthcare

    Author: Kozlowski, M., 23 Jan 2020

    Supervisor: Santos-Rodriguez, R. (Supervisor), Craddock, I. (Supervisor) & Piechocki, R. (Supervisor)

    Student thesis: Doctoral Thesis › Doctor of Philosophy (PhD)

    File