Electronic Resource

Multidimensional data visualization : methods and applications

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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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Ketersediaan

Informasi Detail

Judul Seri

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No. Panggil

E429

Penerbit

New York : Springer., 2012

Deskripsi Fisik

xii, 252 hlm.

Bahasa

English

ISBN/ISSN

9781441902368

Klasifikasi

NONE

Tipe Isi

text

Tipe Media

computer

Tipe Pembawa

online resource

Edisi

1

Subjek

Pengolahan Data

Info Detail Spesifik

-

Pernyataan Tanggungjawab

Gintautas Dzemyda, Olga Kurasova, Julius Žilinskas

Versi lain/terkait

Lampiran Berkas

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