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Download Multidimensional Data Visualization: Methods and by Gintautas Dzemyda,Olga Kurasova,Julius Žilinskas PDF

By Gintautas Dzemyda,Olga Kurasova,Julius Žilinskas

This publication highlights contemporary advancements in multidimensional facts visualization, presenting both new methods and modifications on classic techniques. Throughout the book, quite a few  applications of multidimensional information visualization are provided together with its uses in social sciences (economy, schooling, politics, psychology), environmetrics, and medicine (ophthalmology, recreation medication, pharmacology, sleep medicine).The ebook offers contemporary learn ends up in optimization-based visualization. Evolutionary algorithms and a two-level optimization strategy, in accordance with combinatorial optimization and quadratic programming, are analyzed intimately. The functionality of these algorithms and the development of parallel versions are discussed.The utilization of new visualization techniques to increase the capabilies of artificial neural networks (self-organizing maps, feed-forward networks) is also discussed.The book includes over a hundred detailed images providing examples of the many different visualization thoughts that the ebook presents.This e-book is meant for scientists and researchers in any box of study where advanced and multidimensional data needs to be represented visually.

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