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» Mining Interval Time Series
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ICDE
2010
IEEE
151views Database» more  ICDE 2010»
13 years 7 months ago
Fast algorithms for time series mining
Lei Li, Christos Faloutsos
ESWA
2011
313views Database» more  ESWA 2011»
13 years 4 months ago
Mining Markov chain transition matrix from wind speed time series data
Zhe Song, Xiulin Geng, Andrew Kusiak, Chang Xu
SDM
2012
SIAM
285views Data Mining» more  SDM 2012»
12 years 1 days 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...
ICDM
2005
IEEE
271views Data Mining» more  ICDM 2005»
14 years 3 months ago
HOT SAX: Efficiently Finding the Most Unusual Time Series Subsequence
In this work, we introduce the new problem of finding time series discords. Time series discords are subsequences of a longer time series that are maximally different to all the r...
Eamonn J. Keogh, Jessica Lin, Ada Wai-Chee Fu
ICDM
2007
IEEE
196views Data Mining» more  ICDM 2007»
14 years 4 months ago
Diagnosing Similarity of Oscillation Trends in Time Series
Sensor networks have increased the amount and variety of temporal data available, requiring the definition of new techniques for data mining. Related research typically addresses...
Leonardo E. Mariote, Claudia Bauzer Medeiros, Rica...