Joint Markov Blankets in Feature Sets Extracted from Wavelet Packet Decompositions

Since two decades, wavelet packet decompositions have been shown effective as a generic approach to feature extraction from time series and images for the prediction of a target variable. Redundancies exist between the wavelet coefficients and between the energy features that are derived from the wa...

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Bibliographic Details
Main Authors: Gert Van Dijck, Marc M. Van Hulle
Format: Article
Language:English
Published: MDPI AG 2011-07-01
Series:Entropy
Subjects:
Online Access:http://www.mdpi.com/1099-4300/13/7/1403/