Intelligent databases : technologies and applications

"This book integrates data management in databases with intelligent data processing and analysis in artificial intelligence. It challenges today's database technology and promotes its evolution" - Provided by publisher. Front Page......Page 2 Copyright Page......Page 3 Table of Contents......Page 4 Preface......Page 7 Acknowledgments......Page 12 Section I: Intelligent Information Processing in Databases......Page 13 Ch I: Uncovering Hidden Associations Through Negative Itemsets Correlations......Page 14 Ch II: A Disk-Based Algorithm for Fast Outlier Detection in Large Datasets......Page 42 Ch III: Maintenance of Association Rules Using Pre-Large Itemsets......Page 57 Ch IV: An XML-Based Database for Knowledge Discovery: Definition and Implementation......Page 74 Ch V: Enhancing Decision Support Systems with Spatial Capabilities......Page 107 Ch VI: Application of Decision Tree as a Data Mining Tool in a Manufacturing System......Page 130 Ch VII: An Implemented Representation and Reasoning System for Creating and Exploiting Large Knowledge Bases of "Narrative" Information......Page 150 Ch VIII: A Literature Overview of Fuzzy Database Modeling......Page 180 Section II: Intelligent Aspects of Database Systems......Page 209 Ch IX: Aspects of Intelligence in an "SP" Database System......Page 210 Ch X: Integrity Checking and Maintenance in Relational and Deductive Databases and Beyond......Page 251 Ch XI: Predictive Approach for Database Schema Evolution......Page 299 About the Authors......Page 323 Index......Page 330