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» Exact Indexing of Dynamic Time Warping
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VLDB
2002
ACM
126views Database» more  VLDB 2002»
13 years 4 months ago
Exact Indexing of Dynamic Time Warping
The problem of indexing time series has attracted much interest. Most algorithms used to index time series utilize the Euclidean distance or some variation thereof. However, it has...
Eamonn J. Keogh
DATAMINE
2010
141views more  DATAMINE 2010»
13 years 4 months ago
Exact indexing for massive time series databases under time warping distance
Vit Niennattrakul, Pongsakorn Ruengronghirunya, Ch...
CVPR
2003
IEEE
14 years 6 months ago
Word Image Matching Using Dynamic Time Warping
Libraries and other institutions are interested in providing access to scanned versions of their large collections of handwritten historical manuscripts on electronic media. Conve...
Toni M. Rath, R. Manmatha
KDD
2012
ACM
205views Data Mining» more  KDD 2012»
11 years 7 months ago
Searching and mining trillions of time series subsequences under dynamic time warping
Most time series data mining algorithms use similarity search as a core subroutine, and thus the time taken for similarity search is the bottleneck for virtually all time series d...
Thanawin Rakthanmanon, Bilson J. L. Campana, Abdul...
SIGMOD
2008
ACM
236views Database» more  SIGMOD 2008»
14 years 4 months ago
Approximate embedding-based subsequence matching of time series
A method for approximate subsequence matching is introduced, that significantly improves the efficiency of subsequence matching in large time series data sets under the dynamic ti...
Vassilis Athitsos, Panagiotis Papapetrou, Michalis...