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Miquel Perelló-Nieto
Miquel Perelló-Nieto
PhD Candidate at University of Bristol
Verified email at bristol.ac.uk - Homepage
Title
Cited by
Cited by
Year
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
1282019
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
152018
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
142020
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
132016
Recycling weak labels for multiclass classification
M Perello-Nieto, R Santos-Rodriguez, D Garcia-Garcia, J Cid-Sueiro
Neurocomputing 400, 206-215, 2020
62020
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
52018
Adapting supervised classification algorithms to arbitrary weak label scenarios
M Perelló-Nieto, R Santos-Rodríguez, J Cid-Sueiro
International Symposium on Intelligent Data Analysis, 247-259, 2017
52017
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
22020
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
12021
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 (3), 238-260, 2020
12020
Merging chrominance and luminance in early, medium and late fusion using Convolutional Neural Networks
MP Nieto
Aalto University School of Science, 2015
12015
Hands-on course in networked control systems
JM Fuertes, R Villa, J Ayza, P Marés, P Martí, M Velasco, J Yépez, ...
2012 20th Mediterranean Conference on Control & Automation (MED), 1468-1473, 2012
12012
Design of a hands-on course in networked control systems
JM Fuertes Armengol, R Villa Millaruelo, J Ayza Graells, P Marès Martí, ...
12012
Design of a hands-on course in networked control systems
JM Fuertes Armengol, R Villa Millaruelo, J Ayza Graells, P Marès Martí, ...
12012
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
2022
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, 1-17, 2022
2022
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: 2112.10327, 2021
2021
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
2021
Attention Network-Based Human Acticity Recognition Using Fused Sensor Data
H Bi, MP Nieto, EL Tonkin, R Santos-Rodriguez, PA Flach
Sensors, 2020
2020
HyperStream: a Workflow Engine for Streaming Data
T Diethe, M Kull, N Twomey, K Sokol, H Song, M Perello-Nieto, E Tonkin, ...
arXiv preprint arXiv:1908.02858, 2019
2019
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