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» Scaling and Time Warping in Time Series Querying
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MUE
2007
IEEE
190views Multimedia» more  MUE 2007»
14 years 1 months ago
On Clustering Multimedia Time Series Data Using K-Means and Dynamic Time Warping
After the generation of multimedia data turned digital, an explosion of interest in their data storage, retrieval, and processing has drastically increased. This includes videos, ...
Vit Niennattrakul, Chotirat Ann Ratanamahatana
IJCNN
2008
IEEE
14 years 1 months ago
Support vector machines and dynamic time warping for time series
— Effective use of support vector machines (SVMs) in classification necessitates the appropriate choice of a kernel. Designing problem specific kernels involves the definition...
Steinn Gudmundsson, Thomas Philip Runarsson, Sven ...
SDM
2012
SIAM
285views Data Mining» more  SDM 2012»
11 years 10 months ago
A Novel Approximation to Dynamic Time Warping allows Anytime Clustering of Massive Time Series Datasets
Given the ubiquity of time series data, the data mining community has spent significant time investigating the best time series similarity measure to use for various tasks and dom...
Qiang Zhu 0002, Gustavo E. A. P. A. Batista, Thana...
KDD
1994
ACM
407views Data Mining» more  KDD 1994»
13 years 11 months ago
Using Dynamic Time Warping to Find Patterns in Time Series
Donald J. Berndt, James Clifford
DATAMINE
2010
141views more  DATAMINE 2010»
13 years 7 months ago
Exact indexing for massive time series databases under time warping distance
Vit Niennattrakul, Pongsakorn Ruengronghirunya, Ch...