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» Fast algorithms for time series mining
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ICDE
2010
IEEE
151views Database» more  ICDE 2010»
13 years 2 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
KDD
1997
ACM
213views Data Mining» more  KDD 1997»
13 years 9 months ago
A Probabilistic Approach to Fast Pattern Matching in Time Series Databases
Theproblemof efficiently and accurately locating patterns of interest in massivetimeseries data sets is an important and non-trivial problemin a wide variety of applications, incl...
Eamonn J. Keogh, Padhraic Smyth
KDD
2005
ACM
141views Data Mining» more  KDD 2005»
14 years 5 months ago
Fast window correlations over uncooperative time series
Richard Cole, Dennis Shasha, Xiaojian Zhao
KDD
2003
ACM
146views Data Mining» more  KDD 2003»
14 years 5 months ago
Probabilistic discovery of time series motifs
Several important time series data mining problems reduce to the core task of finding approximately repeated subsequences in a longer time series. In an earlier work, we formalize...
Bill Yuan-chi Chiu, Eamonn J. Keogh, Stefano Lonar...