A review of subsequence time series clustering.
作者： Seyedjamal Zolhavarieh , Saeed Aghabozorgi , Ying Wah Teh
DOI: 10.1155/2014/312521
关键词:
摘要: … Clustering of subsequence time series remains an open issue in time series clustering. … Kasetty, “On the need for time series data mining benchmarks: a survey and empirical …
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researchgate.net 参考文章(83)
TC Fu, FL Chung, Ng, R Luk, Pattern discovery from stock time series using self-organizing maps ,(2016)
Sura Rodpongpun, Vit Niennattrakul, Chotirat Ann Ratanamahatana, Short communication: Selective Subsequence Time Series clustering Knowledge Based Systems. ,vol. 35, pp. 361- 368 ,(2012) , 10.1016/J.KNOSYS.2012.04.022
Heikki Mannila, King-Ip Lin, Gautam Das, Padhraic Smyth, Gopal Renganathan, Rule discovery from time series knowledge discovery and data mining. pp. 16- 22 ,(1998)
Ryohei Fujimaki, Takayuki Nakata, Shunsuke Hirose, Theorectical Analysis of Subsequence Time-Series Clustering from a Frequency-Analysis Viewpoint. siam international conference on data mining. pp. 506- 517 ,(2008)
Abdullah Mueen, Eamonn Keogh, Qiang Zhu, Sydney Cash, Brandon Westover, Exact Discovery of Time Series Motifs. siam international conference on data mining. ,vol. 2009, pp. 473- 484 ,(2009) , 10.1137/1.9781611972795.41
Jason R. Chen, Useful clustering outcomes from meaningful time series clustering australasian data mining conference. pp. 101- 109 ,(2007)
Spiros Papadimitriou, Jimeng Sun, Christos Faloutsos, Philip S. Yu, Hierarchical, Parameter-Free Community Discovery european conference on machine learning. pp. 170- 187 ,(2008) , 10.1007/978-3-540-87481-2_12
Tsuyoshi Idé, Why Does Subsequence Time-Series Clustering Produce Sine Waves? Lecture Notes in Computer Science. pp. 211- 222 ,(2006) , 10.1007/11871637_23
Eamonn Keogh, Jessica Lin, Clustering of time series subsequences is meaningless: implications for previous and future research international conference on data mining. ,vol. 8, pp. 154- 177 ,(2003) , 10.1007/S10115-004-0172-7
Anne Denton, Density-based Clustering of Time Series Subsequences ,(2004)