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Data-Variant Kernel Analysis

Language EnglishEnglish
Book Hardback
Book Data-Variant Kernel Analysis Wiley
Libristo code: 09041495
Publishers John Wiley and Sons Ltd, April 2015
Describes and discusses the variants of kernel analysismethods for data types that have been intense... Full description
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Describes and discusses the variants of kernel analysismethods for data types that have been intensely studied in recentyears This book covers kernel analysis topics ranging from thefundamental theory of kernel functions to its applications. Thebook surveys the current status, popular trends, and developmentsin kernel analysis studies. The author discusses multiple kernellearning algorithms and how to choose the appropriate kernelsduring the learning phase. Data-Variant Kernel Analysis is anew pattern analysis framework for different types of dataconfigurations. The chapters include data formations of offline,distributed, online, cloud, and longitudinal data, used for kernelanalysis to classify and predict future state. Data-Variant Kernel Analysis: * Surveys the kernel analysis in the traditionally developedmachine learning techniques, such as Neural Networks (NN), SupportVector Machines (SVM), and Principal Component Analysis (PCA) * Develops group kernel analysis with the distributed databasesto compare speed and memory usages * Explores the possibility of real-time processes by synthesizingoffline and online databases * Applies the assembled databases to compare cloud computingenvironments * Examines the prediction of longitudinal data withtime-sequential configurations Data-Variant Kernel Analysis is a detailed reference forgraduate students as well as electrical and computer engineersinterested in pattern analysis and its application in colon cancerdetection.

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About the book

Full name Data-Variant Kernel Analysis
Author Wiley
Language English
Binding Book - Hardback
Date of issue 2015
Number of pages 256
EAN 9781119019329
ISBN 111901932X
Libristo code 09041495
Publishers John Wiley and Sons Ltd
Weight 532
Dimensions 155 x 240 x 20

Categories

Technology, Engineering, Agriculture > Electronics & communications engineering > Communications engineering / telecommunications
Computing & Information Technology > Computer programming / software engineering > Algorithms & data structures
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