Mr Miquel Perello Nieto
MSc (Aalto U), MSc (UPC-Barcelona Tech, Spain), BSc (UPC-Barcelona Tech, Spain)
Current positions
Research Associate
School of Computer Science
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
11/01/2023When 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
Classifier calibration
Machine Learning
Toward Enhanced Clinical Decision Support for Patients Undergoing a Hip or Knee Replacement
JMIR Perioperative Medicine
Recognizing human activities with attention mechanism on multi-source sensor data
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