Mr Miquel Perello Nieto
PhD (Bristol), MSc (Aalto U), MSc (UPC-Barcelona Tech, Spain), BSc (UPC-Barcelona Tech, Spain)
Current positions
Senior Research Associate
School of Engineering Mathematics and Technology
Contact
Press and media
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Publications
Selected publications
16/05/2023Classifier calibration
Machine Learning
Beyond temperature scaling
Advances in Neural Information Processing Systems 32 (NIPS 2019)
Adapting Supervised Classification Algorithms to Arbitrary Weak Label Scenarios
Advances in Intelligent Data Analysis XVI
Background Check
2016 IEEE 16th International Conference on Data Mining (ICDM 2016)
Recent publications
24/10/2024Explaining a Probabilistic Prediction on the Simplex with Shapley Compositions
ECAI 2024 - 27th European Conference on Artificial Intelligence, Including 13th Conference on Prestigious Applications of Intelligent Systems, PAIS 2024, Proceedings
When the Ground Truth is not True: Modelling Human Biases in Temporal Annotations
A multi-sensor dataset with annotated activities of daily living recorded in a residential setting
Scientific Data
An active semi-supervised deep learning model for human activity recognition
Journal of Ambient Intelligence and Humanized Computing
Classifier calibration
Machine Learning
Thesis
Uncertainty aware classification
Supervisors
Award date
09/05/2023
Related people
Professor Ian Craddock
Head of School
School of Civil, Aerospace and Design Engineering
Professor Peter Flach
Professor of Artificial Intelligence
School of Computer Science
Dr Emma Tonkin
Data Manager
School of Engineering Mathematics and Technology
Professor Raul Santos-Rodriguez
Academic Co Director (Engineering) for BDFI
Engineering Faculty Office