Evaluation of k-means time series clustering based on z-normalization and NP-Free

Ming-Chang Lee, Jia-Chun Lin, Volker Stolz

Despite the widespread use of k-means time series clustering in various domains, there exists a gap in the literature regarding its comprehensive evaluation with different time ser…