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Miquel Perelló-Nieto
Miquel Perelló-Nieto
Otros nombresMiquel Perello Nieto
Research Associate at University of Bristol
Dirección de correo verificada de bristol.ac.uk - Página principal
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Citado por
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Año
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
414*2019
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
922023
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
672020
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
212016
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
202023
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
182018
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
122022
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
112020
Recycling weak labels for multiclass classification
M Perello-Nieto, R Santos-Rodriguez, D Garcia-Garcia, J Cid-Sueiro
Neurocomputing 400, 206-215, 2020
112020
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
82018
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
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
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
52020
A multi-sensor dataset with annotated activities of daily living recorded in a residential setting
EL Tonkin, M Holmes, H Song, N Twomey, T Diethe, M Kull, ...
Scientific Data 10 (1), 162, 2023
42023
Merging chrominance and luminance in early, medium and late fusion using Convolutional Neural Networks
MP Nieto
Aalto University School of Science, 2015
22015
Recognizing human activities with attention mechanism on multi-source sensor data
H Bi, M Perello-Nieto, E Tonkin, R Santos-Rodriguez, P Flach, I Craddock
Third International Conference on Computer Science and Communication …, 2022
12022
HyperStream: a Workflow Engine for Streaming Data
T Diethe, M Kull, N Twomey, K Sokol, H Song, M Perelló-Nieto, E Tonkin, ...
arXiv preprint arXiv:1908.02858, 2019
12019
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
Exploring the Requirements of Clinicians for Explainable AI Decision Support Systems in Intensive Care
JN Clark, M Wragg, E Nielsen, M Perello-Nieto, N Keshtmand, M Ambler, ...
arXiv preprint arXiv:2411.11774, 2024
2024
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