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Entropy Measures for Data Analysis: Theory, Algorithms and Applications

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ISBN: 9783039280322 9783039280339 Year: Pages: 260 DOI: 10.3390/books978-3-03928-033-9 Language: English
Publisher: MDPI - Multidisciplinary Digital Publishing Institute
Subject: Technology (General) --- General and Civil Engineering --- Environmental Engineering
Added to DOAB on : 2020-01-07 09:21:22
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Abstract

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.

Keywords

experiment of design --- empirical mode decomposition --- signal analysis --- similarity indices --- synchronization analysis --- auditory attention --- entropy measure --- linear discriminant analysis (LDA) --- support vector machine (SVM) --- auditory attention classifier --- electroencephalography (EEG) --- vague entropy --- distance induced vague entropy --- distance --- complex fuzzy set --- complex vague soft set --- entropy, entropy visualization --- entropy balance equation --- Shannon-type relations --- multivariate analysis --- machine learning evaluation --- data transformation --- sample entropy --- treadmill walking --- center of pressure displacement --- dual-tasking --- analog circuit --- fault diagnosis --- cross wavelet transform --- Tsallis entropy --- parametric t-distributed stochastic neighbor embedding --- support vector machine --- information transfer --- Chinese stock sectors --- effective transfer entropy --- market crash --- system coupling --- cross-visibility graphs --- image entropy --- geodesic distance --- Dempster-Shafer evidence theory --- uncertainty of basic probability assignment --- belief entropy --- plausibility transformation --- weighted Hartley entropy --- Shannon entropy --- learning --- information --- novelty detection --- non-probabilistic entropy --- learning systems --- permutation entropy --- embedded dimension --- short time records --- signal classification --- relevance analysis --- global optimization --- meta-heuristic --- firefly algorithm --- cross-entropy method --- co-evolution --- symbolic analysis --- ordinal patterns --- Permutation entropy --- conditional entropy of ordinal patterns --- Kolmogorov-Sinai entropy --- algorithmic complexity --- information entropy --- particle size distribution --- selfsimilar measure --- simulation --- data analysis --- entropy --- entropy measures --- automatic learning

Virus Bioinformatics

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ISBN: 9783039218820 9783039218837 Year: Pages: 330 DOI: 10.3390/books978-3-03921-883-7 Language: English
Publisher: MDPI - Multidisciplinary Digital Publishing Institute
Subject: Science (General) --- Biology
Added to DOAB on : 2020-04-07 23:07:08
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Virus bioinformatics is evolving and succeeding as an area of research in its own right, representing the interface of virology and computer science. Bioinformatic approaches to investigate viral infections and outbreaks have become central to virology research, and have been successfully used to detect, control, and treat infections of humans and animals. As part of the Third Annual Meeting of the European Virus Bioinformatics Center (EVBC), we have published this Special Issue on Virus Bioinformatics.

Keywords

bioinformatics --- virus --- comparative genomics --- software --- Base-By-Base --- BBB --- poxvirus --- ASFV --- MSA --- foot-and-mouth disease virus (FMDV) --- bovine soft palate --- nasopharynx --- transcriptomics --- proteomics --- bioinformatics --- virus-host interaction --- innate immune system --- interferon-stimulated genes (ISG) --- cellular immunity --- codon frequency distribution --- HPV58 --- minor capsid protein --- TLR agonist --- prophylaxis --- virus --- infection --- fluorescent reporter protein --- image quantification --- Hepatitis C virus --- Yellow Fever Virus --- polyomavirus --- Coxsackievirus B4 --- bivalve --- virome --- RNA-seq --- RNA viruses --- sncRNA --- ADAR --- RNAi --- Marek’s disease virus (MDV) --- RNA-seq --- transcriptome --- splicing --- polycistronic viral transcripts --- primary B cells --- RB1B --- CVI988/Rispens --- ICP0 --- DNA replication --- ori --- mitochondria --- Rickettsia --- gram-positive bacteria --- APMV --- Mimivirus --- giant virus --- eukaryogenesis --- flavivirus --- non-coding RNA --- secondary structure --- endogenous viral elements --- bioinformatics --- horizontal gene transfer --- virus-to-host gene transfer --- HMM --- tobacco mosaic virus --- Drosophila --- capsid protein --- deep sequencing --- virus genomics --- hepatitis C virus --- variant calling --- sequence interpretation --- drug resistance --- bioinformatics --- alignment --- assembly --- taxonomic classification --- time series --- data transformation --- DWT --- DFT --- PAA --- data compression --- compressive genomics --- RNAseq --- honey bees --- deformed wing virus --- quasispecies --- apiary pests --- recombination --- mRNA structure --- structure database --- secondary structure --- viral mRNA --- subVOG --- structurally related --- RNA structure --- structurally homogenous --- structurally related --- mRNA families --- Amebae viruses --- viral evolution --- protein domains --- mimivirus --- dsdna viruses --- translation machinery --- pandoravirus --- NCLDV --- virology --- virus bioinformatics --- software --- systems virology --- metagenomics --- virome --- viral taxonomy --- virus classification --- genome evolution --- bacteriophage --- virosphere --- chemical organization theory --- influenza A --- virus dynamics modeling --- complex networks analysis --- viral metagenome --- groundwater --- aquifer --- AquaDiva --- sequencing library preparation --- virus proteomics --- mass spectrometry --- virus diagnostics --- data analysis --- targeted proteomics --- peptide selection --- parallel reaction monitoring

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english (2)


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