Advanced Techniques In Knowledge Discovery And Data Mining

by Pal, Nikhil R.; Jain, L. C.

• ISBN13: 9781852338671
• ISBN10: 1852338679
• Format: Hardcover
• Copyright: 2005-06-30
• Publisher: Springer-Verlag New York Inc

Summary

Clear and concise explanations to understand the learning paradigms. Chapters written by leading world experts.

Table of Contents

Preface	vii
Trends in Data Mining and Knowledge Discovery	1	(26)
Advanced Methods for the Analysis of Semiconductor Manufacturing Process Data	27	(48)
Clustering and Visualization of Retail Market Baskets	75	(28)
Segmentation of Continuous Data Streams Based on a Change Detection Methodology	103	(24)
Instance Selection Using Evolutionary Algorithms: An Experimental Study	127	(26)
Using Cooperative Coevolution for Data Mining of Bayesian Networks	153	(24)
Knowledge Discovery and Data Mining in Medicine	177	(34)
Satellite Image Classification Using Cascaded Architecture of Neural Fuzzy Network	211	(22)
Discovery of Positive and Negative Rules from Medical Databases Based on Rough Sets	233	(20)
Index	253