Mr Miquel Perello Nieto

MSc (Aalto U), MSc (UPC-Barcelona Tech, Spain), BSc (UPC-Barcelona Tech, Spain)

  • BS1 5DD

20172020

Research output per year

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Research Output

  • 6 Conference Contribution (Conference Proceeding)
  • 3 Article (Academic Journal)
2020
File
33 Downloads (Pure)

Recycling Weak Labels for Multiclass Classification

Perello Nieto, M., Santos-Rodriguez, R., García-García, D. & Cid-Sueiro, J., 10 Mar 2020, In : Neurocomputing. 20 p.

Research output: Contribution to journalArticle (Academic Journal)

Open Access

Towards a methodology for acceptance testing and validation of monitoring bodyworn devices

Tonkin, E. L., Perello Nieto, M., Bi, H. & Vafeas, A. T., 2020, 2020 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops 2020). IEEE Computer Society

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

2019

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

Kull, M., Perello Nieto, M., Kängsepp, M., Silva Filho, T., Song, H. & Flach, P., 3 Sep 2019, (Accepted/In press) Advances in Neural Information Processing Systems 32 (NIPS 2019). Wallach, H., Larochelle, H., Beygelzimer, A., d'Alché-Buc, F., Fox, E. & Garnett, R. (eds.). Neural Information Processing Systems Foundation, 12 p.

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

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, (Submitted) In : arXiv.

Research output: Contribution to journalArticle (Academic Journal)

2018

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 (Conference Proceeding)

Open Access
File
43 Downloads (Pure)

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 (Conference Proceeding)

Open Access
File
2 Citations (Scopus)
278 Downloads (Pure)
2017

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 (Conference Proceeding)

Open Access
File
1 Citation (Scopus)
264 Downloads (Pure)

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 (Conference Proceeding)

Open Access
File
2 Citations (Scopus)
353 Downloads (Pure)