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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 36Page size: 10
  1. 2019
  2. E-pub ahead of print

    Active Learning with Label Proportions

    Poyiadzi, R., Santos-Rodriguez, R. & Twomey, N., 17 Apr 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2019). Institute of Electrical and Electronics Engineers (IEEE), p. 3097-3101 5 p. 8682748

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

  3. Published
  4. Published

    A dataset for room level indoor localization using a smart home in a box

    McConville, R., Byrne, D., Craddock, I., Piechocki, R., Pope, J. & Santos-Rodriguez, R., Feb 2019, In : Data in Brief. 22, p. 1044-1051 8 p.

    Research output: Contribution to journalArticle

  5. Published

    Ordinal Label Proportions

    Poyiadzi, R., Santos-Rodriguez, R. & De Bie, T., 18 Jan 2019, Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2018, Dublin, Ireland, September 10–14, 2018, Proceedings, Part I. Bonchi, F., Gärtner, T., Hurley, N., Ifrim, G. & Berlingerio, M. (eds.). Springer, Cham, p. 306-321 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11051 LNAI).

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

  6. E-pub ahead of print

    Scalable and efficient learning from crowds with Gaussian processes

    Morales-Álvarez, P., Ruiz, P., Santos-Rodríguez, R., Molina, R. & Katsaggelos, A. K., 2 Jan 2019, In : Information Fusion. 52, p. 110-127 18 p.

    Research output: Contribution to journalArticle

  7. 2018
  8. Published

    Proper Losses for Learning with Example-Dependent Costs

    Hepburn, A., McConville, R., Santos-Rodriguez, R., Cid-Sueiro, J. & García-García, D., 5 Nov 2018, Second International Workshop on Learning with Imbalanced Domains: Theory and Applications, 10 September 2018, ECML-PKDD, Dublin, Ireland. PMLR, p. 52-66 15 p. hepburn18a. (Proceedings of Machine Learning Research; vol. 94).

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

  9. Published

    Label Propagation for Learning with Label Proportions

    Poyiadzi, R., Santos-Rodriguez, R. & Twomey, N., Nov 2018, 2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP 2018): Proceedings of a meeting held 17-20 September 2018, Aalborg, Denmark. Institute of Electrical and Electronics Engineers (IEEE), p. 264-270 6 p.

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

  10. Published

    Signal-to-noise ratio in reproducing kernel Hilbert spaces

    Gómez-Chova, L., Santos-Rodríguez, R. & Camps-Valls, G., 1 Sep 2018, In : Pattern Recognition Letters. 112, p. 75-82 8 p.

    Research output: Contribution to journalArticle

  11. Published

    Residential wearable RSSI and accelerometer measurements with detailed location annotations

    Byrne, D., Kozlowski, M., Santos-Rodriguez, R., Piechocki, R. & Craddock, I., 21 Aug 2018, In : Scientific Data. 5, 14 p., 180168.

    Research output: Contribution to journalArticle

  12. Published

    Online Heart Rate Prediction using Acceleration from a Wrist Worn Wearable

    McConville, R., Archer, G., Craddock, I., ter Horst, H., Piechocki, R., Pope, J. & Santos-Rodriguez, R., 20 Aug 2018.

    Research output: Contribution to conferencePaper

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