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» Finding Time Series Motifs in Disk-Resident Data
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AAAI
2007
13 years 8 months ago
Discovering Multivariate Motifs using Subsequence Density Estimation and Greedy Mixture Learning
The problem of locating motifs in real-valued, multivariate time series data involves the discovery of sets of recurring patterns embedded in the time series. Each set is composed...
David Minnen, Charles Lee Isbell Jr., Irfan A. Ess...
BIOCOMP
2006
13 years 7 months ago
An Approach to Selecting Putative RNA Motifs Using MDL Principle
The history of molecular biology is punctuated by a series of discoveries demonstrating the surprising breadth of biological roles of ribonucleic acid (RNA). An ensemble of evoluti...
Mohammad Anwar, Marcel Turcotte
CORR
2010
Springer
85views Education» more  CORR 2010»
13 years 6 months ago
The Motif Tracking Algorithm
: The search for patterns or motifs in data represents a problem area of key interest to finance and economic researchers. In this paper we introduce the Motif Tracking Algorithm, ...
William O. Wilson, Phil Birkin, Uwe Aickelin
KDD
1994
ACM
407views Data Mining» more  KDD 1994»
13 years 10 months ago
Using Dynamic Time Warping to Find Patterns in Time Series
Donald J. Berndt, James Clifford
ADC
2005
Springer
122views Database» more  ADC 2005»
13 years 11 months ago
Finding Similarity in Time Series Data by Method of Time Weighted Moments
Similarity search in time series data is an active area of research in data mining. In this paper we introduce a new approach for performing similarity search over time series dat...
Durga Toshniwal, Ramesh C. Joshi