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Dzemyda, Gintautas; Kurasova, Olga; Zilinskas, Julius - Multidimensional Data Visualization: Methods and Applications - 9781441902351 - V9781441902351
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Multidimensional Data Visualization: Methods and Applications

€ 67.24
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Description for Multidimensional Data Visualization: Methods and Applications hardcover. This book presents a variety of methods used in multidimensional data visualization. It details new research results and trends in the field, including optimization, artificial neural networks, combinations of algorithms, and parallel computing. Series: Springer Optimization and its Applications. Num Pages: 264 pages, 69 black & white tables, biography. BIC Classification: PBU; PBV; UGK; UYQ. Category: (P) Professional & Vocational. Dimension: 242 x 159 x 21. Weight in Grams: 572.

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 ... Read more

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Product Details

Format
Hardback
Publication date
2012
Publisher
Springer United States
Number of pages
264
Condition
New
Series
Springer Optimization and its Applications
Number of Pages
252
Place of Publication
New York, NY, United States
ISBN
9781441902351
SKU
V9781441902351
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15

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