Entropy Measures for Data Analysis: Theory, Algorithms and Applications

Entropies and entropy-like quantities play an increasing role in modern non-linear data analysis. Fields that benefit from this application range from biosignal analysis to econophysics and engineering. This issue is a collection of papers touching on different aspects of entropy measures in data an...

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Detalles Bibliográficos
Otros Autores:	Keller, Karsten (auth)
Formato:	Libro electrónico
Idioma:	Inglés
Publicado:	MDPI - Multidisciplinary Digital Publishing Institute 2019
Materias:	fault diagnosis empirical mode decomposition auditory attention Dempster-Shafer evidence theory simulation uncertainty of basic probability assignment center of pressure displacement particle size distribution multivariate analysis symbolic analysis permutation entropy short time records co-evolution plausibility transformation experiment of design cross-entropy method weighted Hartley entropy firefly algorithm embedded dimension entropy measure effective transfer entropy treadmill walking ordinal patterns complex fuzzy set entropy visualization belief entropy signal classification machine learning evaluation novelty detection selfsimilar measure Permutation entropy automatic learning cross wavelet transform cross-visibility graphs Kolmogorov-Sinai entropy distance Shannon-type relations Tsallis entropy market crash support vector machine (SVM) conditional entropy of ordinal patterns sample entropy learning electroencephalography (EEG) meta-heuristic entropy data transformation information entropy signal analysis synchronization analysis similarity indices data analysis geodesic distance auditory attention classifier entropy measures distance induced vague entropy analog circuit vague entropy complex vague soft set entropy balance equation parametric t-distributed stochastic neighbor embedding global optimization learning systems image entropy algorithmic complexity support vector machine system coupling relevance analysis Chinese stock sectors Shannon entropy linear discriminant analysis (LDA) information information transfer dual-tasking non-probabilistic entropy
Ver en Biblioteca Universitat Ramon Llull:	https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009433809906719