Visual and Spatial Analysis

Advances in Data Mining, Reasoning, and Problem Solving

Editors: Kovalerchuk, Boris, Schwing, James (Eds.)

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  • ISBN 978-1-4020-2958-5
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Hardcover $449.99
price for USA in USD
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Softcover $439.00
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About this book

Advanced visual analysis and problem solving has been conducted successfully for millennia. The Pythagorean Theorem was proven using visual means more than 2000 years ago. In the 19th century, John Snow stopped a cholera epidemic in London by proposing that a specific water pump be shut down. He discovered that pump by visually correlating data on a city map. The goal of this book is to present the current trends in visual and spatial analysis for data mining, reasoning, problem solving and decision-making. This is the first book to focus on visual decision making and problem solving in general with specific applications in the geospatial domain - combining theory with real-world practice. The book is unique in its integration of modern symbolic and visual approaches to decision making and problem solving. As such, it ties together much of the monograph and textbook literature in these emerging areas.

This book contains 21 chapters that have been grouped into five parts: (1) visual problem solving and decision making, (2) visual and heterogeneous reasoning, (3) visual correlation, (4) visual and spatial data mining, and (5) visual and spatial problem solving in geospatial domains. Each chapter ends with a summary and exercises.

The book is intended for professionals and graduate students in computer science, applied mathematics, imaging science and Geospatial Information Systems (GIS). In addition to being a state-of-the-art research compilation, this book can be used a text for advanced courses on the subjects such as modeling, computer graphics, visualization, image processing, data mining, GIS, and algorithm analysis.

Table of contents (21 chapters)

Table of contents (21 chapters)

Buy this book

eBook $349.00
price for USA in USD
  • ISBN 978-1-4020-2958-5
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $449.99
price for USA in USD
  • ISBN 978-1-4020-2939-4
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
Softcover $439.00
price for USA in USD
  • ISBN 978-90-481-6750-0
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
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Bibliographic Information

Bibliographic Information
Book Title
Visual and Spatial Analysis
Book Subtitle
Advances in Data Mining, Reasoning, and Problem Solving
Editors
  • Boris Kovalerchuk
  • James Schwing
Copyright
2004
Publisher
Springer Netherlands
Copyright Holder
Springer Science+Business Media B.V.
eBook ISBN
978-1-4020-2958-5
DOI
10.1007/978-1-4020-2958-5
Hardcover ISBN
978-1-4020-2939-4
Softcover ISBN
978-90-481-6750-0
Edition Number
1
Number of Pages
XX, 576
Topics