On Some Fuzzy Clustering Algorithms for Time Series Data

Abstract

k-Shape and DTW k-means are the representative hard clustering methods for time series data. In this report, some fuzzy clustering methods are proposed based on k-Shape and DTW k-means. The proposed methods are compared in terms of characteristics.