Data clustering using the Bees Algorithm and the Kd-Tree structure

Flexible data management strategies to improve the performance of some clustering algorithms

von Hasan Al-Jabbouli

208 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

The most popular techniques of data clustering, which is a main task of data mining and a common technique used in many fields, are the K-means and C-means algorithms. Clustering using the K-means or C-means algorithms generally is fast and produces good results. Although these algorithms have been successfully implemented in several areas, they still have a number of limitations. The main aim of this work is to develop flexible data management strategies to address some of those limitations and improve the performance of the algorithms.

• Themen: Informatik und Informationstechnologie Allgemeine Themen
• ISBN: 9783846542705
• Sprache: Englisch
• Erscheinungsdatum: 14.11.2011
• Größe: 220 x 150 mm
• Verlag: LAP LAMBERT Academic Publishing