Time Series Segmentation Using Neural Networks with Cross-Domain Transfer Learning

Time Series Segmentation Using Neural Networks with Cross-Domain Transfer Learning

Searching for characteristic patterns in time series is a topic addressed for decades by the research community. Conventional subsequence matching techniques usually rely on the definition of a target template pattern and a searching method for detecting similar patterns. However, the intrinsic vari...

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Bibliographic Details
Main Authors: Pedro Matias, Duarte Folgado, Hugo Gamboa, André Carreiro
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Electronics
Subjects:
time series
pattern segmentation
deep learning
transfer learning
data augmentation
ECG
Online Access:https://www.mdpi.com/2079-9292/10/15/1805

Internet

https://www.mdpi.com/2079-9292/10/15/1805

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