Concepedia

Miquel Perelló-Nieto

MP

10

Publications

451

Citations

10

H-Index

2016

Active since

Affiliations

University of Bristol(Current)

University of Tartu

Universidade Federal da Paraíba

Miquel Perelló-Nieto is an author at University of Bristol specializing in data science, engineering, and machine learning.

Top concepts

Data ScienceEngineeringComputer ScienceMachine LearningPattern RecognitionSupervised LearningManagementStatisticsCalibrationMachine Vision

Publications per year

2016–2023

10

Publications

10

Beyond temperature scaling: Obtaining well-calibrated multiclass probabilities with Dirichlet calibration

Meelis Kull, Miquel Perelló-Nieto, Markus Kängsepp et al. · arXiv (Cornell University) · 2019 · 161 citations · Full text

Engineering, Machine Learning, Statistical Foundation +24

Classifier calibration: a survey on how to assess and improve predicted class probabilities

Telmo M. Silva Filho, Hao Song, Miquel Perelló-Nieto et al. · Machine Learning · 2023 · 103 citations · Full text

Classifier Calibration, Engineering, Machine Learning +20

Human Activity Recognition Based on Dynamic Active Learning

Haixia Bi, Miquel Perelló-Nieto, Raúl Santos‐Rodríguez et al. · IEEE Journal of Biomedical and Health Informatics · 2020 · 80 citations

Artificial Intelligence, Multiple Instance Learning, Engineering +21

An active semi-supervised deep learning model for human activity recognition

Haixia Bi, Miquel Perelló-Nieto, Raúl Santos‐Rodríguez et al. · Journal of Ambient Intelligence and Humanized Computing · 2022 · 31 citations · Full text

Artificial Intelligence, Multiple Instance Learning, Engineering +20

Background Check: A General Technique to Build More Reliable and Versatile Classifiers

Miquel Perelló-Nieto, Meelis Kull, Peter Flach · 2016 · 15 citations

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