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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.
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- ÉditeurSpringer
- Date d'édition2014
- ISBN 10 1489990003
- ISBN 13 9781489990006
- ReliureBroché
- Nombre de pages264
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Multidimensional Data Visualization: Methods and Applications (Springer Optimization and Its Applications) by Dzemyda, Gintautas [Paperback ]
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Multidimensional Data Visualization: Methods and Applications (Springer Optimization and Its Applications, 75)
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Multidimensional Data Visualization
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Description du livre Taschenbuch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. 264 pp. Englisch. N° de réf. du vendeur 9781489990006
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Multidimensional Data Visualization : Methods and Applications
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Description du livre Paperback. Etat : Brand New. 264 pages. 9.30x6.20x0.62 inches. In Stock. N° de réf. du vendeur x-1489990003
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Description du livre Etat : New. 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: (G) General (US: Trade). Dimension: 235 x 155 x 14. Weight in Grams: 409. . 2014. 2013th Edition. paperback. . . . . N° de réf. du vendeur V9781489990006
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Multidimensional Data Visualization : Methods and Applications
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ISBN 13 : 9781489990006
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Description du livre Taschenbuch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - 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. N° de réf. du vendeur 9781489990006
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Description du livre Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. - Presents an overview of multidimensional data visualization- Provides backgroud to construction, analysis, and implementation of optimization algorithms for visualization of multidimensional data- Shows benefits of artificial neu. N° de réf. du vendeur 4213056
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