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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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Detalles Bibliográficos
Autores principales: Bukovsky, Ivo, Kinsner, Witold, Homma, Noriyasu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7514648/
https://www.ncbi.nlm.nih.gov/pubmed/33266882
http://dx.doi.org/10.3390/e21020166

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