IGI Global, 2010. — 516 p.
Overcoming many challenges, data mining has already established discipline capability in many domains.
The book discusses advances in modern data mining research in today's rapidly growing global and technological environment. A critical mass of the most sought after knowledge, this publication serves as an important reference tool to leading research within information search and retrieval techniques.
Covered:
Bayesian networks
Cointegrated econometric models
Concept-based mining model
Data Mining Techniques
Financial data mining
Intrusion Detection
Outlier detection-based alert reduction model
Pattern discovery from biological data
Process analysis on small databases
Spread of activation methods
Time series analysis
Web personalization