High Performance Data Mining

by Guo, Yike; Grossman, Robert

• ISBN13: 9780792377450
• ISBN10: 0792377451
• eBook ISBN(s): 9780306470110
• Format: Hardcover
• Copyright: 1999-11-01
• Publisher: Kluwer Academic Pub
• More Book Details
• Purchase Benefits

Summary

High Performance Data Mining: Scaling Algorithms, Applications and Systems brings together in one place important contributions and up-to-date research results in this fast moving area. High Performance Data Mining: Scaling Algorithms, Applications and Systems serves as an excellent reference, providing insight into some of the most challenging research issues in the field.

Table of Contents

Special issue on Scaling Data Mining Algorithms, Applications, and Systems to Massive Data Sets by Applying High Performance Computing Technology
Yike Guo
Robert Grossman
Editorial	1	(2)
Yike Guo
Robert Grossman
Full Paper Contributors
Parallel Formulations of Decision-Tree Classification Algorithms	3	(26)
Anurag Srivastava
Eui-Hong Han
Vipin Kumar
Vineet Singh
A Fast Parallel Clustering Algorithm for Large Spatial Databases	29	(28)
Xiaowei Xu
Jochen Jager
Hans-Peter Kriegel
Effect of Data Distribution in Parallel Mining of Associations	57	(24)
David W. Cheung
Yongqiao Xiao
Parallel Learning of Belief Networks in Large and Difficult Domains	81
Y. Xiang
T. Chu