Towards robust and label-efficient time series representation learning

Time series data is sequential measurements collected over time from various sources in different applications, e.g., healthcare and manufacturing. With the increased generation of time series data from these applications, their analysis is becoming more important to get insights. Deep learning has...

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書目詳細資料
主要作者: Emadeldeen Ahmed Ibrahim Ahmed Eldele
其他作者: Kwoh Chee Keong
格式: Thesis-Doctor of Philosophy
語言:English
出版: Nanyang Technological University 2023
主題:
在線閱讀:https://hdl.handle.net/10356/170673
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機構: Nanyang Technological University
語言: English