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Visual Knowledge Discovery and Machine Learning
Hardcover
Series: Intelligent Systems Reference Library, Book 144
Technology & EngineeringGeneral Computers
ISBN13: 9783319730394
Publisher: Springer Nature
Published: Jan 26 2018
Pages: 317
Weight: 1.44
Height: 0.81 Width: 6.14 Depth: 9.21
Language: English
Generates new lossless visual representations of n-D data in 2-D that fully preserves n-D data with focus on Machine Learning/ Data Mining goals, in contrast with a generic visualization without a clearly specified goal
Provides clear interpretation of features of visual representations in terms of n-D data properties
Recognizes n-D data structures such as hyper-tubes, hyper-planes, hyper-spheres, etc. using lossless visual data representations
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