Details

Autor(en) / Beteiligte

• Marchette, David J

Titel

Random Graphs for Statistical Pattern Recognition

Auflage

1. Aufl.

Ort / Verlag

Newark: Wiley-Interscience

Erscheinungsjahr

2005

Link zum Volltext

Quelle

Wiley Online Library All Obooks

Beschreibungen/Notizen

• A timely convergence of two widely used disciplinesRandom Graphs for Statistical Pattern Recognition is the first book to address the topic of random graphs as it applies to statistical pattern recognition. Both topics are of vital interest to researchers in various mathematical and statistical fields and have never before been treated together in one book. The use of data random graphs in pattern recognition in clustering and classification is discussed, and the applications for both disciplines are enhanced with new tools for the statistical pattern recognition community. New and interesting applications for random graph users are also introduced.This important addition to statistical literature features:Information that previously has been available only through scattered journal articlesPractical tools and techniques for a wide range of real-world applicationsNew perspectives on the relationship between pattern recognition and computational geometryNumerous experimental problems to encourage practical applicationsWith its comprehensive coverage of two timely fields, enhanced with many references and real-world examples, Random Graphs for Statistical Pattern Recognitionis a valuable resource for industry professionals and students alike.