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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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Podrobná bibliografie
Vydáno v:Entropy (Basel)
Hlavní autoři: Bukovsky, Ivo, Kinsner, Witold, Homma, Noriyasu
Médium: Artigo
Jazyk:Inglês
Vydáno: MDPI 2019
Témata:
On-line přístup: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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