Early classification of time series. Cost-based optimization criterion and algorithms

DOI10.1007/S10994-021-05974-ZOpenAlexW3172882128MaRDI QIDQ2051336

Antoine Cornuéjols, Youssef Achenchabe, Asma Dachraoui, Alexis Bondu

Publication date: 24 November 2021

Published in: Machine Learning (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2005.09945

zbMATH Keywords

sequential decision makingcost estimationearly classification of time series

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Uses Software

• GitHub
• TSFEL

Cites Work

• A new learning paradigm: learning using privileged information
• Statistical decision theory and Bayesian analysis. 2nd ed
• Early classification of time series using multi-objective optimization techniques
• Performance Analysis of Sequential Probability Ratio Test
• Optimum Character of the Sequential Probability Ratio Test
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