Deep Multiple Metric Learning for Time Series Classification

Deep Multiple Metric Learning for Time Series Classification

Effective distance metric plays an important role in time series classification. Metric learning, which aims to learn a data-adaptive distance metric to measure the distance among samples, has achieved promising results on time series classification. However, most existing approaches focus on learni...

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Bibliographic Details
Main Authors: Zhi Chen, Yongguo Liu, Jiajing Zhu, Yun Zhang, Qiaoqin Li, Rongjiang Jin, Xia He
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Adversarial training
deep learning
metric learning
time series classification
Online Access:https://ieeexplore.ieee.org/document/9333557/

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