Parallel coordinates: visual multidimensional geometry and its applications

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. Key features of Parallel Coordinates: (1) An easy-to-read self-contained chapter on data mining and information visualization is included. (2) Numerous exercises with solutions, from basic to advanced topics, course projects and research directions. (3) “Fast Track” markers throughout provide a quick grasp of essential material. (4) Interactive Learning Module (ILM) CD designed for classroom demonstration and fun experimentation for mastering key topics and examples cross-referenced in the text. (5) Extensive bibliography, index, and a chapter containing acollection of recent results (i.e. visualizing large networks, complex-valuedfunctions 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. INDICE: Foreword.- Preface.- Introduction.- Geometry Background.- The Plane with Parallel Coordinates.- Multidimensional Lines.- Hyperplanes and p-FlatsRN.- 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.

• ISBN: 978-0-387-21507-5
• Editorial: Springer
• Encuadernacion: Cartoné
• Páginas: 554
• Fecha Publicación: 01/09/2009
• Nº Volúmenes: 1
• Idioma: Inglés