Insights into Entropy as a Measure of Multivariate Variability

Entropy has been widely employed as a measure of variability for problems, such as machine learning and signal processing. In this paper, we provide some new insights into the behaviors of entropy as a measure of multivariate variability. The relationships between multivariate entropy (joint or tota...

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Hauptverfasser: Badong Chen, Jianji Wang, Haiquan Zhao, Jose C. Principe
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI AG 2016-05-01
Schriftenreihe:Entropy
Schlagworte:
entropy
smoothed entropy
multivariate variability
generalized variance
total dispersion
Online Zugang:http://www.mdpi.com/1099-4300/18/5/196
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