Pang-Ning Tan

Introduction to Data Mining - Noida Pearson / Dorling Kindersley ( India ) Pvt.Ltd 2014 - 732p.

1. Introduction -- 2. Data -- 3. Exploring data -- 4. Classification : basic concepts, decision trees, and model evaluation -- 5. Classification : alternative techniques -- 6. Association analysis : basic concepts and algorithms -- 7. Association analysis : advanced concepts -- 8. Cluster analysis : basic concepts and algorithms -- 9. Cluster analysis : additional issues and algorithms -- 10. Anomaly detection -- App. A. Linear algebra -- App. B. Dimensionality reduction -- App. C. Probability and statistics -- App. D. Regression -- App. E. Optimization.

9789332518650


Data mining. Exploration de données (Informatique)

006.312 TAN-I