Mr Miquel Perello Nieto
PhD (Bristol), MSc (Aalto U), MSc (UPC-Barcelona Tech, Spain), BSc (UPC-Barcelona Tech, Spain)
Current positions
Senior Research Associate in Innovation
School of Mathematics
Contact
Press and media
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Projects and supervisions
Research projects
Co-Design of a Lupus and other co-morbidities self-management system
Principal Investigator
Managing organisational unit
School of Engineering Mathematics and TechnologyDates
16/02/2026 to 15/08/2026
Co-imagining robots for enhancing child-to-child social interactions.
Principal Investigator
Description
The rapid adoption of innovative technologies and devices has led to unforeseen consequences. For instance, while mobile phones were originally designed to facilitate communication, their evolution has, in many cases,…Managing organisational unit
School of Engineering Mathematics and TechnologyDates
01/04/2025 to 31/07/2025
Publications
Selected publications
16/05/2023Classifier calibration: a survey on how to assess and improve predicted class probabilities
Machine Learning
Beyond temperature scaling: Neural Information Processing Systems
Advances in Neural Information Processing Systems 32 (NIPS 2019)
Adapting Supervised Classification Algorithms to Arbitrary Weak Label Scenarios: 16th International Symposium on Intelligent Data Analysis, IDA 2017 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Advances in Intelligent Data Analysis XVI
Background Check: 16th IEEE International Conference on Data Mining, ICDM 2016 - Proceedings of the IEEE International Conference on Data Mining (ICDM)
2016 IEEE 16th International Conference on Data Mining (ICDM 2016)
Recent publications
20/01/2026Exploring the Requirements of Clinicians for Transparent and Trustworthy Decision Support Systems in Intensive Care: Semistructured Interview Study (Preprint)
Explaining a Probabilistic Prediction on the Simplex with Shapley Compositions: 27th European Conference on Artificial Intelligence, ECAI 2024 - Frontiers in Artificial Intelligence and Applications
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: ARDUOUS 2023
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
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
Professor of Data Science and Intelligent Systems
School of Engineering Mathematics and Technology
Dr Kacper Sokol
Honorary Research Fellow
School of Computer Science