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Multidimensional Data Visualization

Multidimensional Data Visualization

Methods and Applications

by Olga KurasovaJulius Zilinskas and Gintautas Dzemyda
Hardback
Publication Date: 09/11/2012

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This book highlights recent developments in multidimensional data visualization, presenting both new methods and modifications on classic techniques. Throughout the book, various applications of multidimensional data visualization are presented including its uses in social sciences (economy, education, politics, psychology), environmetrics, and medicine (ophthalmology, sport medicine, pharmacology, sleep medicine).

The book provides recent research results in optimization-based visualization. Evolutionary algorithms and a two-level optimization method, based on combinatorial optimization and quadratic programming, are analyzed in detail. The performance of these algorithms and the development of parallel versions are discussed.

The utilization of new visualization techniques to improve the capabilies of artificial neural networks (self-organizing maps, feed-forward networks) is also discussed.

The book includes over 100 detailed images presenting examples of the many different visualization techniques that the book presents.

This book is intended for scientists and researchers in any field of study where complex and multidimensional data must be represented visually.
ISBN:
9781441902351
9781441902351
Category:
3D graphics & modelling
Format:
Hardback
Publication Date:
09-11-2012
Language:
English
Publisher:
Springer-Verlag New York Inc.
Country of origin:
United States
Pages:
252
Dimensions (mm):
235x155x20mm
Weight:
5.21kg

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