An Effective Confidence-Based Early Classification of Time Series

Early classification of time series aims to predict the class value of a sequence accurately as early as possible, not wait for the full-length data, which is significant in many time-sensitive applications and has attracted great interest in recent years. For instance, early diagnosis can help pati...

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Bibliographic Details
Main Authors: Junwei Lv, Xuegang Hu, Lei Li, Peipei Li
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8765556/