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Random Graphs For Statistical Pattern Recognition 1st Edition David J Marchette

  • SKU: BELL-875370
Random Graphs For Statistical Pattern Recognition 1st Edition David J Marchette
$ 31.00 $ 45.00 (-31%)

4.4

92 reviews

Random Graphs For Statistical Pattern Recognition 1st Edition David J Marchette instant download after payment.

Publisher: Wiley-Interscience
File Extension: DJVU
File size: 2.71 MB
Pages: 253
Author: David J. Marchette
ISBN: 9780471221760, 9780471722083, 0471221767, 0471722081
Language: English
Year: 2004
Edition: 1

Product desciption

Random Graphs For Statistical Pattern Recognition 1st Edition David J Marchette by David J. Marchette 9780471221760, 9780471722083, 0471221767, 0471722081 instant download after payment.

Random Graphs for Statistical Pattern Recognition describes several classes of random graphs used in pattern recognition. It covers the neighborhood graphs introduced by Toussaint, as well as the various generalizations and specific cases. These graphs have been widely used for clustering. A newly introduced random graph, called the class cover catch digraph (CCD), is the primary focus of the book. The properties of the CCCD are investigated, along with applications to discrimination, dimensionality reduction, and aggregation/association detection.

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