HMCKRAutoEncoder: An Interpretable Deep Learning Framework for Time Series Analysis

IEEE Transactions on Emerging Topics in Computing(2022)

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摘要
Analysis of time series data has long been a problem of great interest in a wide range of fields, such as medical surveillance, gene expression analysis, and economic forecasting. Recently, there has been a renewed interest in time series analysis with deep learning, since deep learning models can achieve state-of-the-art results on various tasks. However, deep learning models such as DNNs have a ...
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关键词
Time series analysis,Deep learning,Analytical models,Brain modeling,Biological system modeling,Task analysis,Predictive models
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