Learning Entropy: Multiscale Measure for Incremental Learning

Learning Entropy: Multiscale Measure for Incremental Learning

First, this paper recalls a recently introduced method of adaptive monitoring of dynamical systems and presents the most recent extension with a multiscale-enhanced approach. Then, it is shown that this concept of real-time data monitoring establishes a novel non-Shannon and non-probabilistic concep...

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Bibliographic Details
Main Author: Ivo Bukovsky
Format: Article
Language:English
Published: MDPI AG 2013-09-01
Series:Entropy
Subjects:
incremental learning
adaptation plot
multiscale
learning entropy
individual sample learning entropy
approximate learning entropy
order of learning entropy
learning entropy of a model
non-Shannon entropy
novelty detection
chaos
time series
HRV
ECG
Online Access:http://www.mdpi.com/1099-4300/15/10/4159

Internet

http://www.mdpi.com/1099-4300/15/10/4159

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