A Fast Weighted Fuzzy C-Medoids Clustering for Time Series Data Based on P-Splines

The rapid growth of digital information has produced massive amounts of time series data on rich features and most time series data are noisy and contain some outlier samples, which leads to a decline in the clustering effect. To efficiently discover the hidden statistical information about the data...

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Bibliographic Details
Main Authors: Jiucheng Xu, Qinchen Hou, Kanglin Qu, Yuanhao Sun, Xiangru Meng
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/22/16/6163