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, MP Nieto, M Kängsepp, T Silva Filho, H Song, P Flach
Advances in Neural Information Processing Systems, 12316-12326, 2019
192019
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
92018
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
42016
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
22018
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
22017
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
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, 2020
2020
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
2020
Recycling Weak Labels for Multiclass Classification
M Perello-Nieto, R Santos-Rodriguez, D Garcia-Garcia, J Cid-Sueiro
Neurocomputing, 2020
2020
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, 1-23, 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 Perello Nieto
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
Design of a hands-on course in networked control systems
JM Fuertes Armengol, R Villa Millaruelo, J Ayza Graells, P Marès Martí, ...
2012
Design of a platform to test distributed control systems
MP Nieto, JMF Armengol, MV Garcia
Universitat Politècnica de Catalunya. Facultat d'Informàtica de Barcelona …, 2012
2012
Beyond temperature scaling: Obtaining well-calibrated multi-class probabilities with Dirichlet calibration Supplementary material
M Kull, M Perello-Nieto, M Kängsepp, T Silva Filho, H Song, P Flach
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Articles 1–20