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Learning Entropy as a Learning-Based Information Concept

Recently, a novel concept of a non-probabilistic novelty detection measure, based on a multi-scale quantification of unusually large learning efforts of machine learning systems, was introduced as learning entropy (LE). The key finding with LE is that the learning effort of learning systems is quant...

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Detalhes bibliográficos
Publicado no:Entropy (Basel)
Main Authors: Bukovsky, Ivo, Kinsner, Witold, Homma, Noriyasu
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7514648/
https://ncbi.nlm.nih.gov/pubmed/33266882
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e21020166
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