Data Mining and Knowledge Discovery Technologies

by Taniar, David

• ISBN13: 9781599049601
• ISBN10: 1599049600
• Format: Hardcover
• Copyright: 2007-12-31
• Publisher: Igi Global

Summary

As information technology continues to advance in massive increments, the bank of information available from personal, financial, and business electronic transactions and all other electronic documentation and data storage is growing at an exponential rate. With this wealth of information comes the opportunity and necessity to utilize this information to maintain competitive advantage and process information effectively in real-world situations.Data Mining and Knowledge Discovery Technologies presents researchers and practitioners in fields such as knowledge management, information science, Web engineering, and medical informatics, with comprehensive, innovative research on data mining methods, structures, tools, and methods, the knowledge discovery process, and data marts, among many other cutting-edge topics.

Table of Contents

Association Rules
OLEMAR: An Online Environment for Mining Association Rules in Multidimensional Data	p. 1
Current Interestingness Measures for Association Rules: What Do They Really Measure?	p. 36
Mining Association Rules from XML Data	p. 59
A Lattice-Based Framework for Interactively and Incrementally Mining Web Traversal Patterns	p. 72
Clustering and Classification
Determination of Optimal Clusters Using a Genetic Algorithm	p. 98
K-Means Clustering Adopting rbf-Kernel	p. 118
Advances in Classification of Sequence Data	p. 143
Using Cryptography for Privacy-Preserving Data Mining	p. 175
Domain Driven and Model Free
Domain Driven Data Mining	p. 196
Model Free Data Mining	p. 224
Issues and Applications
Minimizing the Minus Sides of Mining Data	p. 254
Study of Protein-Protein Interactions from Multiple Data Sources	p. 280
Data Mining in the Social Sciences and Iterative Attribute Elimination	p. 308
A Machine Learning Approach for One-Stop Learning	p. 333
Index	p. 367
Table of Contents provided by Blackwell. All Rights Reserved.