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Dr Raul Santos-RodriguezMSc (Carlos III), PhD (Carlos III)

Senior Lecturer in Data Science and Intelligent Systems

1 - 10 out of 43Page size: 10
  1. 2020
  2. Published

    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 proceedingConference contribution

  3. 2019
  4. Published

    Scalable and efficient learning from crowds with Gaussian processes

    Morales-Álvarez, P., Ruiz, P., Santos-Rodríguez, R., Molina, R. & Katsaggelos, A. K., 1 Dec 2019, In : Information Fusion. 52, p. 110-127 18 p.

    Research output: Contribution to journalArticle

  5. Published

    Location Anomalies Detection for Connected and Autonomous Vehicles

    Wang, X., Mavromatis, I., Tassi, A., Santos-Rodriguez, R. & Piechocki, R., 31 Oct 2019, 2019 IEEE 2nd Connected and Automated Vehicles Symposium (CAVS). Institute of Electrical and Electronics Engineers (IEEE), 5 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  6. Unpublished

    PerceptNet: A Human Visual System Inspired Neural Network for Estimating Perceptual Distance

    Hepburn, A., Laparra, V., Malo, J., McConville, R. & Santos-Rodriguez, R., 28 Oct 2019, (Unpublished) In : arXiv. 5 p.

    Research output: Contribution to journalArticle

  7. Published

    Curation of an intensive care research data set from routinely collected data in an NHS trust

    McWilliams, C., Inoue, J., Wadey, P., Palmer, G., Santos-Rodriguez, R. & Bourdeaux, C., 19 Aug 2019, In : F1000Research. 11 p.

    Research output: Contribution to journalArticle

  8. Accepted/In press

    Curation of an intensive care research dataset from routinely collected patient data in an NHS trust.

    Mcwilliams, C. J. & Santos-Rodriguez, R., 19 Aug 2019, (Accepted/In press) In : F1000Research.

    Research output: Contribution to journalArticle

  9. Accepted/In press

    N2D: (Not Too) Deep Clustering via Clustering the Local Manifold of an Autoencoded Embedding

    McConville, R., Santos-Rodriguez, R., Piechocki, R. J. & Craddock, I., 16 Aug 2019, (Accepted/In press) In : arXiv.

    Research output: Contribution to journalArticle

  10. Submitted

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

    Hepburn, A., Laparra, V., McConville, R. & Santos-Rodriguez, R., 9 Aug 2019, (Submitted) In : arXiv. 9.

    Research output: Contribution to journalArticle

  11. Published

    Active Learning with Label Proportions

    Poyiadzi, R., Santos-Rodriguez, R. & Twomey, N., 1 May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers (IEEE), p. 3097-3101 5 p. 8682748. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  12. Published
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