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» Detecting time series motifs under uniform scaling
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KDD
2007
ACM
168views Data Mining» more  KDD 2007»
11 years 8 days ago
Detecting time series motifs under uniform scaling
Time series motifs are approximately repeated patterns found within the data. Such motifs have utility for many data mining algorithms, including rule-discovery, novelty-detection...
Dragomir Yankov, Eamonn J. Keogh, Jose Medina, Bil...
ECIR
2008
Springer
10 years 1 months ago
Efficient Multimedia Time Series Data Retrieval Under Uniform Scaling and Normalisation
As the world has shifted towards manipulation of information and its technology, we have been increasingly overwhelmed by the amount of available multimedia data while having highe...
Waiyawuth Euachongprasit, Chotirat Ann Ratanamahat...
ICARIS
2007
Springer
10 years 6 months ago
Motif Detection Inspired by Immune Memory
The search for patterns or motifs in data represents an area of key interest to many researchers. In this paper we present the Motif Tracking Algorithm, a novel immune inspired pat...
William O. Wilson, Phil Birkin, Uwe Aickelin
KDD
2012
ACM
205views Data Mining» more  KDD 2012»
8 years 2 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...
WISA
2007
Springer
10 years 6 months ago
Detecting Motifs in System Call Sequences
The search for patterns or motifs in data represents an area of key interest to many researchers. In this paper we present the Motif Tracking Algorithm, a novel immune inspired pat...
William O. Wilson, Jan Feyereisl, Uwe Aickelin
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