Intelligent Databases: Technologies and Applications

Zongmin Ma1599041219, 9781599041216

“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.

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Table of contents :
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