ENGLISH

Random graphs for statistical pattern recognition

By David J. Marchette

Book information

Publisher
Wiley-Interscience
Year
2004
ISBN
9780471221760, 9780471722083, 0471221767
Open Library ID
OL22577056M
Language
english
Format
DJVU
Filesize
3 MB (2841389 bytes)
Series
Wiley series in probability and statistics
Edition
1
Pages
253\253
Library
Kolxo3
DPI
300
Scanned
yes
Time added
2009-07-20 03:45:11
Информатика и вычислительная техника;Искусственный

Description

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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