متابعة
Miquel Perelló-Nieto
Miquel Perelló-Nieto
أسماء أخرىMiquel Perello Nieto
Research Associate at University of Bristol
بريد إلكتروني تم التحقق منه على bristol.ac.uk - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
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
445*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
1202023
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
732020
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
242023
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
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
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
122020
Recycling weak labels for multiclass classification‏
M Perello-Nieto, R Santos-Rodriguez, D Garcia-Garcia, J Cid-Sueiro‏
Neurocomputing 400, 206-215, 2020‏
112020
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
82021
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
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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مقالات 1–20