 Discovering Knowledge in Data: An Introduction to Data Mining
ISBN: 978-0-471-66657-8
Hardcover
240 pages
November 2004
US $87.95
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Preface.
1. An Introduction to Data Mining.
2. Data Preprocessing.
3. Exploratory Data Analysis.
4. Statistical Approaches to Estimation and Prediction.
5. k-Nearest Neighbor.
6. Decision Trees.
7. Neural Networks.
8. Hierarchical and k-Means Clustering.
9. Kohonen networks.
10. Association Rules.
11. Model Evaluation Techniques.
Epilogue: "We've Only Just Begun".
Index.
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