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Parallel Coordinates: Visual Multidimensional Geometry and Its Applications Hardback - 2009 - 1st Edition
by Inselberg, Alfred
- New
- Hardback
A$116.15
A$8.82
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Details
- Title Parallel Coordinates: Visual Multidimensional Geometry and Its Applications
- Author Inselberg, Alfred
- Binding Hardback
- Edition number 1st
- Edition 1
- Condition New
- Pages 554
- Volumes 1
- Language ENG
- Publisher Springer
- Publication date 2009-09-01
- Illustrated Yes
- Features Bibliography, Illustrated, Index, Table of Contents
- Bookseller's Inventory # 123989
- ISBN 9780387215075 / 0387215077
- Weight 2.89 lbs (1.31 kg)
- Dimensions 9.58 x 7.32 x 1.3 in (24.33 x 18.59 x 3.30 cm)
- Size 7x1x9
- Category Mathematics
- Library of Congress subjects Image processing - Digital techniques -, Algebras, Linear - Data processing
- Library of Congress Catalogue Number 2008927731
- Dewey Decimal Code 510.113
- Quantity available 1
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From the publisher
From the rear cover
This book is about visualization, systematically incorporating the fantastic human pattern recognition into the problem-solving process, and focusing on parallel coordinates. The barrier, imposed by our three-dimensional habitation and perceptual experience, has been breached by this innovative and versatile methodology. The accurate visualization of multidimensional problems and multivariate data unlocks insights into the role of dimensionality.
Beginning with an introductory chapter on geometry, the mathematical foundations are intuitively developed, interlaced with applications to data mining, information visualization, computer vision, geometric modeling, collision avoidance for air traffic and process-control. Many results appear for the first time. Multidimensional lines, planes, proximities, surfaces and their properties are unambiguously recognized (i.e. convexity viewed in any dimension) enabling powerful construction algorithms (for intersections, interior-points, linear-programming).
Key features of Parallel Coordinates:
* An easy-to-read self-contained chapter on data mining and information visualization
* Numerous exercises with solutions, from basic to advanced topics, course projects and research directions
* "Fast Track" markers throughout provide a quick grasp of essential material.
* Extensive bibliography, index, and a chapter containing a collection of recent results (i.e. visualizing large networks, complex-valued functions and more)
Parallel Coordinates requires only an elementary knowledge of linear algebra. It is well-suited for self-study and as a textbook (or companion) for courses on information visualization, data mining, mathematics, statistics, computer science, engineering, finance, management, manufacturing, in scientific disciplines and even the arts.
