Data Mining Technologies Techniques Tools And Trends - Bhavani Thuraisingham

Focusing On A Data-centric Perspective, This Book Provides A Complete Overview Of Data Mining: Its Uses, Methods, Current Technologies, Commercial Products, And Future Challenges. Three Parts Divide Data Mining: Part I Describes Technologies For Data Mining - Database Systems, Warehousing, Machine Learning, Visualization, Decision Support, Statistics, Parallel Processing, And Architectural Support For Data Mining Part Ii Presents Tools And Techniques - Getting The Data Ready, Carrying Out The Mining, Pruning The Results, Evaluating Outcomes, Defining Specific Approaches, Examining A Specific Technique Based On Logic Programming, And Citing Literature And Vendors For Up-to-date Information Part Iii Examines Emerging Trends - Mining Distributed And Heterogeneous Data Sources; Multimedia Data, Such As Text, Images, Video; Mining Data On The World Wide Web; Metadata Aspects Of Mining; And Privacy Issues. This Self-contained Book Also Contains Two Appendices Providing Exceptional Information On Technologies, Such As Data Management, And Artificial Intelligence.