Parallel Coordinates, Softcover reprint of the original 1st ed. 2009
Visual Multidimensional Geometry and Its Applications

Author:

Language: English

Approximative price 68.56 €

In Print (Delivery period: 15 days).

Add to cartAdd to cart
Parallel Coordinates
Publication date:
Support: Print on demand

Approximative price 94.94 €

Subject to availability at the publisher.

Add to cartAdd to cart
Parallel coordinates. Visual multidimensional geometry & its applications (inc. CD-Rom)
Publication date:
554 p. · 19.1x23.5 cm · Hardback

This is one book that can genuinely be said to be straight from the horse?s mouth. Written by the originator of the technique, it examines parallel coordinates as the leading methodology for multidimensional visualization. Starting from geometric foundations, this is the first systematic and rigorous exposition of the methodology's mathematical and algorithmic components. It covers, among many others, the visualization of multidimensional lines, minimum distances, planes, hyperplanes, and clusters of "near" planes. The last chapter explains in a non-technical way the methodology's application to visual and automatic data mining. The principles of the latter, along with guidelines, strategies and algorithms are illustrated in detail on real high-dimensional datasets.

Foreword.- Preface.- Introduction.- Geometry Background.- The Plane with Parallel Coordinates.- Multidimensional Lines.- Hyperplanes and p-Flats RN.- Envelopes.- Curves.- Proximity of Lines, Planes, and Flats.- Hypersurfaces in RN.- Data Mining and Other Applications.- Recent Results.- Solutions to Selected Exercises.- Notation and List of Symbols.- Bibliography.- Index.

All contents of the CD ROM is included as Extras through Springer, saving the reader hours of typing. Access Extras here: http://extras.springer.com/2009/978-0-387-68628-8 and http://extras.springer.com/2009/978-0-387-56216-2

Offers readers an authoritative account from the developer of the theory

Details applications to visual and automatic data mining, collision avoidance algorithms for air traffic control, geometric modeling and computer vision, decision support, information visualization

Only text to build theory from the foundations of projective geometry, giving readers a deeper understanding of the material