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Books > Computing & IT > Applications of computing > Databases > Data mining
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Data Representations, Transformations, and Statistics for Visual Reasoning (Paperback)
Loot Price: R793
Discovery Miles 7 930
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Data Representations, Transformations, and Statistics for Visual Reasoning (Paperback)
Series: Synthesis Lectures on Visualization
Expected to ship within 18 - 22 working days
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Analytical reasoning techniques are methods by which users explore
their data to obtain insight and knowledge that can directly
support situational awareness and decision making. Recently, the
analytical reasoning process has been augmented through the use of
interactive visual representations and tools which utilize
cognitive, design and perceptual principles. These tools are
commonly referred to as visual analytics tools, and the underlying
methods and principles have roots in a variety of disciplines. This
chapter provides an introduction to young researchers as an
overview of common visual representations and statistical analysis
methods utilized in a variety of visual analytics systems. The
application and design of visualization and analytical algorithms
are subject to design decisions, parameter choices, and many
conflicting requirements. As such, this chapter attempts to provide
an initial set of guidelines for the creation of the visual
representation, including pitfalls and areas where the graphics can
be enhanced through interactive exploration. Basic analytical
methods are explored as a means of enhancing the visual analysis
process, moving from visual analysis to visual analytics. Table of
Contents: Data Types / Color Schemes / Data Preconditioning /
Visual Representations and Analysis / Summary
General
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