buono
Multidimensional Data Visualization

Multidimensional Data Visualization

Gintautas Dzemyda; Olga Kurasova; Julius Žilinskas

Springer Nature

Cheaper in another edition — €42.79 at Springer Nature Link Shop Multidimensional Data Visualization · See that edition →

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.

Other editions

More by Gintautas Dzemyda; Olga Kurasova; Julius Žilinskas →

Open in the buono app Get it on the App Store

buono · Browse the lists