scholarly journals Economic fluctuations and cardiovascular diseases: A multiple-input time series analysis

PLoS ONE ◽  
2019 ◽  
Vol 14 (8) ◽  
pp. e0219358
Author(s):  
Chiachi Bonnie Lee ◽  
Chen-Mao Liao ◽  
Li-Hsin Peng ◽  
Chih-Ming Lin
Keyword(s):  
Time Series ◽  
Cardiovascular Diseases ◽  
Time Series Analysis ◽  
Economic Fluctuations ◽  
Series Analysis ◽  
Multiple Input ◽  
Input Time ◽  
Input Time Series

scholarly journals Uncertain Time Series Classification

2021 ◽  
Author(s):  
Michael Franklin Mbouopda
Keyword(s):  
Time Series ◽  
Time Series Analysis ◽  
Large Range ◽  
Time Series Classification ◽  
Classification Methods ◽  
Series Analysis ◽  
Input Time ◽  
Uncertain Time ◽  
Interpretable Classification ◽  
Input Time Series

Time series analysis has gained a lot of interest during the last decade with diverse applications in a large range of domains such as medicine, physic, and industry. The field of time series classification has been particularly active recently with the development of more and more efficient methods. However, the existing methods assume that the input time series is free of uncertainty. However, there are applications in which uncertainty is so important that it can not be neglected. This project aims to build efficient, robust, and interpretable classification methods for uncertain time series.

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