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KDD
2000
ACM
168views Data Mining» more  KDD 2000»
13 years 8 months ago
Scaling up dynamic time warping for datamining applications
There has been much recent interest in adapting data mining algorithms to time series databases. Most of these algorithms need to compare time series. Typically some variation of ...
Eamonn J. Keogh, Michael J. Pazzani
ISVC
2005
Springer
13 years 10 months ago
A Hybrid HMM/DPA Adaptive Gesture Recognition Method
We present a hybrid classification method applicable to gesture recognition. The method combines elements of Hidden Markov Models (HMM) and various Dynamic Programming Alignment (...
Stjepan Rajko, Gang Qian
SPIRE
2005
Springer
13 years 10 months ago
An Edit Distance Between RNA Stem-Loops
We introduce the notion of conservative edit distance and mapping between two RNA stem-loops. We show that unlike the general edit distance between RNA secondary structures, the co...
Valentin Guignon, Cedric Chauve, Sylvie Hamel
KES
2005
Springer
13 years 10 months ago
Using Relevance Feedback to Learn Both the Distance Measure and the Query in Multimedia Databases
Much of the world’s data is in the form of time series, and many other types of data, such as video, image, and handwriting, can easily be transformed into time series. This fact...
Chotirat (Ann) Ratanamahatana, Eamonn J. Keogh
VLDB
2002
ACM
126views Database» more  VLDB 2002»
13 years 4 months ago
Exact Indexing of Dynamic Time Warping
The problem of indexing time series has attracted much interest. Most algorithms used to index time series utilize the Euclidean distance or some variation thereof. However, it has...
Eamonn J. Keogh