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Miquel Perelló-Nieto
Miquel Perelló-Nieto
Andere namenMiquel Perello Nieto
Research Associate at University of Bristol
Geverifieerd e-mailadres voor bristol.ac.uk - Homepage
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Beyond temperature scaling: Obtaining well-calibrated multi-class probabilities with dirichlet calibration
M Kull, M Perello Nieto, M Kängsepp, T Silva Filho, H Song, P Flach
Advances in neural information processing systems 32, 2019
3002019
Human activity recognition based on dynamic active learning
H Bi, M Perello-Nieto, R Santos-Rodriguez, P Flach
IEEE Journal of Biomedical and Health Informatics 25 (4), 922-934, 2020
522020
Classifier calibration: a survey on how to assess and improve predicted class probabilities
T Silva Filho, H Song, M Perello-Nieto, R Santos-Rodriguez, M Kull, ...
Machine Learning 112 (9), 3211-3260, 2023
262023
Classifier calibration: How to assess and improve predicted class probabilities: a survey
T Silva Filho, H Song, M Perello-Nieto, R Santos-Rodriguez, M Kull, ...
arXiv e-prints, arXiv-2112, 2021
212021
Releasing ehealth analytics into the wild: lessons learnt from the sphere project
T Diethe, M Holmes, M Kull, M Perello Nieto, K Sokol, H Song, E Tonkin, ...
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018
192018
Background Check: A general technique to build more reliable and versatile classifiers
M Perello-Nieto, ES Telmo De Menezes Filho, M Kull, P Flach
2016 IEEE 16th International Conference on Data Mining (ICDM), 1143-1148, 2016
182016
Telmo de Menezes e Silva Filho, Hao Song, and Peter A. Flach. Beyond temperature scaling: Obtaining well-calibrated multi-class probabilities with dirichlet calibration
M Kull, M Perelló-Nieto, M Kängsepp
Conference on Neural Information Processing Systems (NeurIPS) 53, 54-58, 2019
142019
An active semi-supervised deep learning model for human activity recognition
H Bi, M Perello-Nieto, R Santos-Rodriguez, P Flach, I Craddock
Journal of Ambient Intelligence and Humanized Computing 14 (10), 13049-13065, 2023
132023
Modelling patient behaviour using IoT sensor data: a case study to evaluate techniques for modelling domestic behaviour in recovery from total hip replacement surgery
M Holmes, MP Nieto, H Song, E Tonkin, S Grant, P Flach
Journal of Healthcare Informatics Research 4, 238-260, 2020
122020
TS Filho, H. Song, and P. Flach. Beyond temperature scaling: Obtaining well-calibrated multi-class probabilities with dirichlet calibration
M Kull, MP Nieto, M Kängsepp
Advances in Neural Information Processing Systems (NeurIPS), 2019
122019
Recycling weak labels for multiclass classification
M Perello-Nieto, R Santos-Rodriguez, D Garcia-Garcia, J Cid-Sueiro
Neurocomputing 400, 206-215, 2020
102020
Analysis of patient domestic activity in recovery from Hip or Knee replacement surgery: modelling wrist-worn wearable RSSI and Accelerometer data in the wild
M Holmes, H Song, E Tonkin, M Perello Nieto, S Grant, P Flach
Proceedings of the 3rd International Workshop on Knowledge Discovery in …, 2018
92018
The weak supervision landscape
R Poyiadzi, D Bacaicoa-Barber, J Cid-Sueiro, M Perello-Nieto, P Flach, ...
2022 IEEE International Conference on Pervasive Computing and Communications …, 2022
82022
Adapting supervised classification algorithms to arbitrary weak label scenarios
M Perelló-Nieto, R Santos-Rodríguez, J Cid-Sueiro
Advances in Intelligent Data Analysis XVI: 16th International Symposium, IDA …, 2017
72017
Data labelling in the wild: annotating free-living activities and Parkinson's disease symptoms
C Morgan, F Heidarivincheh, I Craddock, R McConville, MP Nieto, ...
2021 IEEE international conference on pervasive computing and communications …, 2021
62021
Telmo de Menezes e Silva Filho, Hao Song, and Peter A. Flach. 2019. Beyond temperature scaling: Obtaining well-calibrated multi-class probabilities with dirichlet calibration
M Kull, M Perelló-Nieto, M Kängsepp
Advances in NeurIPS, 12295-12305, 0
6
On the selection of loss functions under known weak label models
D Bacaicoa-Barber, M Perello-Nieto, R Santos-Rodríguez, J Cid-Sueiro
International Conference on Artificial Neural Networks, 332-343, 2021
52021
Telmo de Menezes e Silva Filho, Hao Song, and Peter A
M Kull, M Perelló-Nieto, M Kängsepp
Flach. Beyond temperature scaling: Obtaining well-calibrated multiclass …, 2019
52019
TS Filho, H
M Kull, M Perello-Nieto, M Kängsepp
Song, and P. Flach,“Beyond temperature scaling: Obtaining well-calibrated …, 2019
52019
Towards a methodology for acceptance testing and validation of monitoring bodyworn devices
EL Tonkin, MP Nieto, H Bi, A Vafeas
2020 IEEE international conference on pervasive computing and communications …, 2020
42020
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Artikelen 1–20