An Energy-Based Similarity Measure for Time Series

A new similarity measure, called SimilB, for time series analysis, based on the cross-ΨB-energy operator (2004), is introduced. ΨB is a nonlinear measure which quantifies the interaction between two time series. Compared to Euclidean distance (ED) or the Pearson correlation coefficient (CC), S...

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Bibliographic Details
Main Authors: Pierre Brunagel, Mathieu Groussat, Jean-Christophe Cexus, Abdel-Ouahab Boudraa
Format: Article
Language:English
Published: SpringerOpen 2007-11-01
Series:EURASIP Journal on Advances in Signal Processing
Online Access:http://dx.doi.org/10.1155/2008/135892