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» Mining Interval Time Series
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238
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JCP
2006
139views more  JCP 2006»
15 years 7 months ago
Generalized Sequential Pattern Mining with Item Intervals
Sequential pattern mining is an important data mining method with broad applications that can extract frequent sequences while maintaining their order. However, it is important to ...
Yu Hirate, Hayato Yamana
254
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KDD
2012
ACM
205views Data Mining» more  KDD 2012»
13 years 10 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...
205
Voted
GVD
2004
107views Database» more  GVD 2004»
15 years 8 months ago
A Representation of Time Series for Temporal Web Mining
Data with temporal information is constantly generated, sampled, gathered, and analyzed in different domains, such as medicine, finance, engineering, environmental sciences, and e...
Mireille Samia
141
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PKDD
2005
Springer
88views Data Mining» more  PKDD 2005»
16 years 27 days ago
Segment and Combine Approach for Non-parametric Time-Series Classification
Pierre Geurts, Louis Wehenkel
227
Voted
ICDM
2010
IEEE
217views Data Mining» more  ICDM 2010»
15 years 5 months ago
iSAX 2.0: Indexing and Mining One Billion Time Series
There is an increasingly pressing need, by several applications in diverse domains, for developing techniques able to index and mine very large collections of time series. Examples...
Alessandro Camerra, Themis Palpanas, Jin Shieh, Ea...