Parallel Coordinates: Visual Multidimensional Geometry and Its Applications - Couverture souple

Inselberg, Alfred

Couverture souple

ISBN 10 : 1493950320 ISBN 13 : 9781493950324

Editeur : Springer-Verlag New York Inc., 2017

Synopsis

Parallel coordinates has emerged as the leading methodology for multidimensional visualization. Starting from the geometrical foundations, here is a systematic and rigorous exposition of the methodology's mathematical and algorithmic components. Exercises range from the basics to advanced project topics and open research questions. This book provides the only text to build theory from the foundations of projective geometry, giving readers a deeper understanding of the material.

A propos du livre

Présentation de l'éditeur

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. * Interactive Learning Module (ILM) CD: designed for classroom demonstration and fun experimentation for mastering key topics and examples cross-referenced in the text * 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.

Détails de l'édition

• Éditeur: Springer-Verlag New York Inc.
• Date d'édition: 2017
• Langue: anglais
• ISBN 10: 1493950320
• ISBN 13: 9781493950324
• Reliure: Broché
• Nombre de pages: 554
• Coordonnées du fabricant: Springer Nature Customer Service Center GmbH; ProductSafety@springernature.com; ; Europaplatz 3,69115 Heidelberg, Germany; Heidelberg; 69115; Allemagne