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Hardcover: 9780130888921, Prentice Hall, August 1, 2002, cover price $99.00
Data Mining: Introductory and Advanced Topics
- Data Mining
- Data Mining
- Pattern Recognition And Machine Learning
- Principles of Data Mining
- Data Mining
Product Description: Margaret Dunham offers the experienced data base professional or graduate level Computer Science student an introduction to the full spectrum of Data Mining concepts and algorithms. Using a database perspective throughout, Professor Dunham examines algorithms, data structures, data types, and complexity of algorithms and space. This text emphasizes the use of data mining concepts in real-world applications with large database components. KEY FEATURES: *Covers advanced topics such as Web Mining and Spatial/Temporal mining *Includes succinct coverage of Data Warehousing, OLAP, Multidimensional Data, and Preprocessing *Provides case studies *Offers clearly written algorithms to better understand techniques *Includes a reference on how to use Prototypes and DM products
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