Contents
Preface ...................................................................................................... vii
Chapter 1
Trends in Data Mining and Knowledge Discovery .................................. 1
Chapter 2
Advanced Methods for the Analysis of Semiconductor Manufacturing
Process Data ............................................................................................ 27
Chapter 3
Clustering and Visualization of Retail Market Baskets .......................... 75
Chapter 4
Segmentation of Continuous Data Streams Based on a Change Detection
Methodology ...........................................................................................103
Chapter 5
Instance Selection Using Evolutionary Algorithms: An Experimental
Study .......................................................................................................127
Chapter 6
Using Cooperative Coevolution for Data Mining of Bayesian Networks 153
Chapter 7
Knowledge Discovery and Data Mining in Medicine ..............................177
Chapter 8
Satellite Image Classification Using Cascaded Architecture of Neural
Fuzzy Network ....................................................................................... 211
Chapter 9
Discovery of Positive and Negative Rules from Medical Databases Based
on Rough Sets ......................................................................................... 233
Index ........................................................................................................ 253
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