Vertical Association Rule Mining: From Data Representation to Data Mining

Authors

Imad Rahal, College of Saint Benedict/Saint John's UniversityFollow
William Perrizo

Files

Description

This book provides a unique and fairly comprehensive treatment of a popular data mining task known as “association rule mining.” At the heart of this book, a vertical framework (based on the patented P-tree technology along with other well-known artificial intelligence techniques) for data representation and data mining is described. The framework is adapted to environments that require “divide and conquer” parallel processing or pruning beyond the ubiquitous support-based pruning. Along with the theory, the book highlights the versatility of the presented framework in different application domains ranging from citation analysis to precision agriculture and bioinformatics.

ISBN

9783639083019

Publication Date

2008

Publisher

VDM Verlag Dr. Müller

City

Saarbrücken, Germany

Disciplines

Computer Sciences

Recommended Citation

Rahal, Imad. 2008. Vertical Association Rule Mining From Data Representation to Data Mining. Saarbrücken: VDM Verlag Dr. Müller. http://nbn-resolving.de/urn:nbn:de:101:1-201008056461.

Comments

eBook