Linear Fuzzy Information-Granule-Based Fuzzy C-Means Algorithm for Clustering Time Series - Yang, Zonglin; Jiang, Shurong; Yu, Fusheng; Pedrycz, Witold; Yang, Huilin; Hao, Yadong (IEEE transactions on cybernetics, 2023)
Keywords: Algorithms; Clustering; Clustering algorithms; Dynamic time warping (DTW); fuzzy C-means (FCM); Granular materials; Granulation; Heuristic algorithms; Iterative methods; linear fuzzy information granule (LFIG); l₁ trend filtering; Merging; Prototypes; Segments; Time measurement; Time series; Time series analysis; time-series clustering; Trends