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 multiclass probabilities with Dirichlet calibration
M Kull, M Perello-Nieto, M Kängsepp, H Song, P Flach
arXiv preprint arXiv:1910.12656, 2019
672019
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
132018
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
112016
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
32018
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
32017
Recycling weak labels for multiclass classification
M Perello-Nieto, R Santos-Rodriguez, D Garcia-Garcia, J Cid-Sueiro
Neurocomputing 400, 206-215, 2020
22020
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
22020
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
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
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
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
2020
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
Estimating Models’ Uncertainty in Supervised and Semi-Supervised Classification Problems. Half-year Ph. D. review
M Perelló-Nieto
2018
Merging chrominance and luminance in early, medium, and late fusion using Convolutional Neural Networks
M Perelló Nieto
Universitat Politècnica de Catalunya, 2015
2015
Work 2. Case-based reasoning exercise
MAG Gonzalo, MP Nieto
2012
Design of a platform to test distributed control systems
M Perelló Nieto
Universitat Politècnica de Catalunya, 2012
2012
Design of a hands-on course in networked control systems
JM Fuertes Armengol, R Villa Millaruelo, J Ayza Graells, P Marès Martí, ...
2012
Designing a practical course in networked control systems
JM Fuertes Armengol, R Villa Millaruelo, J Ayza Graells, P Marès Martí, ...
2012
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Articles 1–20