文章基本信息

标题：An Automated Time-Shift Alignment Algorithm Based on Discrete to Continuous Approach
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作者：Rhalem, Wajih ; Raji, Mourad ; Hammouch, Ahmed 等
期刊名称：Journal of Computer Science
印刷版ISSN：1549-3636
出版年度：2019
卷号：15
期号：4
页码：463-474
DOI：10.3844/jcssp.2019.463.474
出版社：Science Publications
摘要：Dealing with the variation in retention time and time series is one of the most popular challenges in the field of analysing data obtained from biological experiments. In most cases, this problem can lead to invalid conclusions. This work aims to propose a new method to cope with this problem by using the principle of the transition from discrete to continuous entities. The experimental results have shown good performance of the proposed algorithm that has been applied on different types of time series data.
关键词：Time Series; Time Warping Similarity; Distance Signal Alignment; Discrete to Continuous