Data Mining / Concepts and Techniques: Third Edition
- 3rd
- 2011
- 710
A comprehensive and practical look at the concepts and techniques you need in the area of data mining and knowledge discovery. Foreword, Preface, Acknowledgements, Introduction, Getting to Know Your Data, Data Preprocessing, Data Warehousing and Online Analytical Processing, Data Cube Technology, Mining Frequent Patterns and Associations and Correlations: Basic Concepts and Methods, Advanced Pattern Mining, Classification: Basic Concepts, Classification: Advanced Methods, Cluster Analysis: Basic Concepts and Methods, Advanced Cluster Analysis, Outlier Detection, Data Mining Trends and Research Frontiers, Bibliography, Index.