TY  - GEN
AU  - Keller,Karsten
TI  - Entropy Measures for Data Analysis: Theory, Algorithms and Applications
SN  - books978-3-03928-033-9
PY  - 2019///
PB  - MDPI - Multidisciplinary Digital Publishing Institute
KW  - fault diagnosis
KW  - empirical mode decomposition
KW  - auditory attention
KW  - Dempster-Shafer evidence theory
KW  - simulation
KW  - uncertainty of basic probability assignment
KW  - center of pressure displacement
KW  - particle size distribution
KW  - multivariate analysis
KW  - symbolic analysis
KW  - permutation entropy
KW  - short time records
KW  - co-evolution
KW  - plausibility transformation
KW  - experiment of design
KW  - cross-entropy method
KW  - weighted Hartley entropy
KW  - firefly algorithm
KW  - embedded dimension
KW  - entropy measure
KW  - effective transfer entropy
KW  - treadmill walking
KW  - ordinal patterns
KW  - complex fuzzy set
KW  - entropy visualization
KW  - belief entropy
KW  - signal classification
KW  - machine learning evaluation
KW  - novelty detection
KW  - selfsimilar measure
KW  - Permutation entropy
KW  - automatic learning
KW  - cross wavelet transform
KW  - cross-visibility graphs
KW  - Kolmogorov-Sinai entropy
KW  - distance
KW  - Shannon-type relations
KW  - Tsallis entropy
KW  - market crash
KW  - support vector machine (SVM)
KW  - conditional entropy of ordinal patterns
KW  - sample entropy
KW  - learning
KW  - electroencephalography (EEG)
KW  - meta-heuristic
KW  - entropy
KW  - data transformation
KW  - information entropy
KW  - signal analysis
KW  - synchronization analysis
KW  - similarity indices
KW  - data analysis
KW  - geodesic distance
KW  - auditory attention classifier
KW  - entropy measures
KW  - distance induced vague entropy
KW  - analog circuit
KW  - vague entropy
KW  - complex vague soft set
KW  - entropy balance equation
KW  - parametric t-distributed stochastic neighbor embedding
KW  - global optimization
KW  - learning systems
KW  - image entropy
KW  - algorithmic complexity
KW  - support vector machine
KW  - system coupling
KW  - relevance analysis
KW  - Chinese stock sectors
KW  - Shannon entropy
KW  - linear discriminant analysis (LDA)
KW  - information
KW  - information transfer
KW  - dual-tasking
KW  - non-probabilistic entropy
N1  - Open Access
N2  - 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 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
UR  - https://mdpi.com/books/pdfview/book/1906
UR  - https://directory.doabooks.org/handle/20.500.12854/46559
ER  -