pdc: AnRPackage for Complexity-Based Clustering of Time Series
نویسندگان
چکیده
منابع مشابه
pdc: An R Package for Complexity-Based Clustering of Time Series
Permutation distribution clustering is a complexity-based approach to clustering time series. The dissimilarity of time series is formalized as the squared Hellinger distance between the permutation distribution of embedded time series. The resulting distance measure has linear time complexity, is invariant to phase and monotonic transformations, and robust to outliers. A probabilistic interpre...
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ژورنال
عنوان ژورنال: Journal of Statistical Software
سال: 2015
ISSN: 1548-7660
DOI: 10.18637/jss.v067.i05