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» Algorithms for time series knowledge mining
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ICDE
2010
IEEE
151views Database» more  ICDE 2010»
13 years 3 months ago
Fast algorithms for time series mining
Lei Li, Christos Faloutsos
KDD
2008
ACM
178views Data Mining» more  KDD 2008»
14 years 5 months ago
iSAX: indexing and mining terabyte sized time series
Current research in indexing and mining time series data has produced many interesting algorithms and representations. However, it has not led to algorithms that can scale to the ...
Jin Shieh, Eamonn J. Keogh
KI
2004
Springer
13 years 10 months ago
Mining Hierarchical Temporal Patterns in Multivariate Time Series
Abstract. The Unification-based Temporal Grammar is a temporal extension of static unification-based grammars. It defines a hierarchical temporal rule language to express comple...
Fabian Mörchen, Alfred Ultsch
ICDE
2006
IEEE
110views Database» more  ICDE 2006»
14 years 6 months ago
Mining Dense Periodic Patterns in Time Series Data
Existing techniques to mine periodic patterns in time series data are focused on discovering full-cycle periodic patterns from an entire time series. However, many useful partial ...
Chang Sheng, Wynne Hsu, Mong-Li Lee
ICDE
1999
IEEE
148views Database» more  ICDE 1999»
14 years 6 months ago
Efficient Mining of Partial Periodic Patterns in Time Series Database
Partial periodicity search, i.e., search for partial periodic patterns in time-series databases, is an interesting data mining problem. Previous studies on periodicity search main...
Jiawei Han, Guozhu Dong, Yiwen Yin