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Bücher Wissen & Bildung Englische Bücher Naturwissenschaft, Medizin, Informatik, Technik Informatik & EDV Allg. & Lexika Visual and Spatial Analysis
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Beschreibung
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. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
23.02.2005
Sprache
Englisch
EAN
9781402029394
Herausgeber
Springer Netherland
Sonderedition
Nein
Seitenanzahl
576
Auflage
1
Einbandart
Gebundene Ausgabe
Buch Untertitel
Advances in Data Mining, Reasoning, and Problem Solving
Schlagwörter
algebra, algorithms, computer graphics, computer science, data mining, graphics, image processing, information system, information visualization, mathematics, modeling, presentation, problem solving, technology, visualization
Thema-Inhalt
UY - Informatik
UYZ - Mensch-Computer-Interaktion
UYQ - Künstliche Intelligenz
UYQV - Maschinelles Sehen, Bildverstehen
Höhe
240 mm
Breite
16 cm
Transparenz & Sicherheit
Hersteller: Springer, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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