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dc.contributor.authorKeller, Karsten*
dc.date.accessioned2021-02-11T12:42:07Z
dc.date.available2021-02-11T12:42:07Z
dc.date.issued2019*
dc.date.submitted2020-01-07 09:21:22*
dc.identifier43245*
dc.identifier.urihttps://directory.doabooks.org/handle/20.500.12854/46559
dc.description.abstractEntropies 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 analysis, as well as theoretical and computational analyses. The relevant topics include the difficulty to achieve adequate application of entropy measures and the acceptable parameter choices for those entropy measures, entropy-based coupling, and similarity analysis, along with the utilization of entropy measures as features in automatic learning and classification. Various real data applications are given.*
dc.languageEnglish*
dc.subjectTA1-2040*
dc.subjectT1-995*
dc.subjectTA170-171*
dc.subject.otherfault diagnosis*
dc.subject.otherempirical mode decomposition*
dc.subject.otherauditory attention*
dc.subject.otherDempster-Shafer evidence theory*
dc.subject.othersimulation*
dc.subject.otheruncertainty of basic probability assignment*
dc.subject.othercenter of pressure displacement*
dc.subject.otherparticle size distribution*
dc.subject.othermultivariate analysis*
dc.subject.othersymbolic analysis*
dc.subject.otherpermutation entropy*
dc.subject.othershort time records*
dc.subject.otherco-evolution*
dc.subject.otherplausibility transformation*
dc.subject.otherexperiment of design*
dc.subject.othercross-entropy method*
dc.subject.otherweighted Hartley entropy*
dc.subject.otherfirefly algorithm*
dc.subject.otherembedded dimension*
dc.subject.otherentropy measure*
dc.subject.othereffective transfer entropy*
dc.subject.othertreadmill walking*
dc.subject.otherordinal patterns*
dc.subject.othercomplex fuzzy set*
dc.subject.otherentropy visualization*
dc.subject.otherbelief entropy*
dc.subject.othersignal classification*
dc.subject.othermachine learning evaluation*
dc.subject.othernovelty detection*
dc.subject.otherselfsimilar measure*
dc.subject.otherPermutation entropy*
dc.subject.otherautomatic learning*
dc.subject.othercross wavelet transform*
dc.subject.othercross-visibility graphs*
dc.subject.otherKolmogorov-Sinai entropy*
dc.subject.otherdistance*
dc.subject.otherShannon-type relations*
dc.subject.otherTsallis entropy*
dc.subject.othermarket crash*
dc.subject.othersupport vector machine (SVM)*
dc.subject.otherconditional entropy of ordinal patterns*
dc.subject.othersample entropy*
dc.subject.otherlearning*
dc.subject.otherelectroencephalography (EEG)*
dc.subject.othermeta-heuristic*
dc.subject.otherentropy*
dc.subject.otherdata transformation*
dc.subject.otherinformation entropy*
dc.subject.othersignal analysis*
dc.subject.othersynchronization analysis*
dc.subject.othersimilarity indices*
dc.subject.otherdata analysis*
dc.subject.othergeodesic distance*
dc.subject.otherauditory attention classifier*
dc.subject.otherentropy measures*
dc.subject.otherdistance induced vague entropy*
dc.subject.otheranalog circuit*
dc.subject.othervague entropy*
dc.subject.othercomplex vague soft set*
dc.subject.otherentropy balance equation*
dc.subject.otherparametric t-distributed stochastic neighbor embedding*
dc.subject.otherglobal optimization*
dc.subject.otherlearning systems*
dc.subject.otherimage entropy*
dc.subject.otheralgorithmic complexity*
dc.subject.othersupport vector machine*
dc.subject.othersystem coupling*
dc.subject.otherrelevance analysis*
dc.subject.otherChinese stock sectors*
dc.subject.otherShannon entropy*
dc.subject.otherlinear discriminant analysis (LDA)*
dc.subject.otherinformation*
dc.subject.otherinformation transfer*
dc.subject.otherdual-tasking*
dc.subject.othernon-probabilistic entropy*
dc.titleEntropy Measures for Data Analysis: Theory, Algorithms and Applications*
dc.typebook
oapen.identifier.doi10.3390/books978-3-03928-033-9*
oapen.relation.isPublishedBy46cabcaa-dd94-4bfe-87b4-55023c1b36d0*
oapen.relation.isbn9783039280322*
oapen.relation.isbn9783039280339*
oapen.pages260*
oapen.edition1st*


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