Random Graphs for Statistical Pattern Recognition (Wiley Series in Probability and Statistics) by David J. Marchette
English | Feb 23, 2004 | ISBN: 0471221767 | 253 Pages | PDF | 47 MB
English | Feb 23, 2004 | ISBN: 0471221767 | 253 Pages | PDF | 47 MB
This work provides comprehensive coverage of two timely fields, enhanced with many references and real world examples. This valuable resource presents: a detailed look at the application of random graphs to pattern recognition; extensive examples of applications of the graphs studied, as well as the theoretical treatment of their properties; a unique compilation of new topics in discrete mathematics, pattern recognition, and machine learning; and integrated discussions of CCCD with neighborhood graphs to the classification problem.