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Mr Miquel Perello NietoMSc (Aalto U), MSc (UPC-Barcelona Tech, Spain), BSc (UPC-Barcelona Tech, Spain)

Research Associate, Doctor of Philosophy Student, Member Student

1 - 6 out of 6Page size: 10
  1. 2019
  2. Accepted/In press

    Beyond temperature scaling: Obtaining well-calibrated multiclass probabilities with Dirichlet calibration

    Perello Nieto, M., Song, H., Flach, P., Kull, M., Kängsepp, M. & Silva Filho, T., 3 Sep 2019, (Accepted/In press) NeurIPS 2019 . 12 p.

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

  3. Published

    HyperStream: a Workflow Engine for Streaming Data

    Diethe, T., Kull, M., Twomey, N., Sokol, K., Song, H., Perello-Nieto, M., Tonkin, E. & Flach, P., 7 Aug 2019, In : arXiv.

    Research output: Contribution to journalArticle

  4. 2018
  5. Published

    Releasing eHealth analytics into the wild: Lessons learnt from the SPHERE project

    Diethe, T., Nieto, M. P., Tonkin, E., Holmes, M., Sokol, K., Twomey, N., Kull, M., Song, H. & Flach, P., 19 Jul 2018, KDD'18: Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery (ACM), p. 243-252 10 p.

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

  6. Published

    Analysis of patient domestic activity in recovery from hip or knee replacement surgery: modelling wrist-worn wearable RSSI and accelerometer data in the wild

    Holmes, M., Song, H., Tonkin, E. L., Perello Nieto, M., Grant, S. & Flach, P., 13 Jul 2018, Proceedings of the 3rd International Workshop on Knowledge Discovery in Healthcare Data: co-located with the 27th International Joint Conference on Artificial Intelligence and the 23rd European Conference on Artificial Intelligence (IJCAI-ECAI 2018). CEUR Workshop Proceedings, p. 13-20 8 p. (CEUR Workshop Proceedings; vol. 2148).

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

  7. 2017
  8. Published

    Adapting Supervised Classification Algorithms to Arbitrary Weak Label Scenarios

    Perelló-Nieto, M., Santos-Rodríguez, R. & Cid-Sueiro, J., 4 Oct 2017, Advances in Intelligent Data Analysis XVI: 16th International Symposium, IDA 2017, London, UK, October 26–28, 2017, Proceedings. Springer Verlag, p. 247-259 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10584 LNCS).

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

  9. Published

    Background Check: A General Technique to Build More Reliable and Versatile Classifiers

    Perello-Nieto, M., Filho, T. M. S., Kull, M. & Flach, P., Mar 2017, 2016 IEEE 16th International Conference on Data Mining (ICDM 2016): Proceedings of a meeting held 12-15 December 2016, Barcelona, Spain. Institute of Electrical and Electronics Engineers (IEEE), p. 1143-1148 6 p. 7837963. (Proceedings of the IEEE International Conference on Data Mining (ICDM)).

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