Tan, Pang-Ning

Introduction to data mining/ Pang-Ning Tan, Michael Steinbach, Anuj Karpatne, Vipin Kumar - 2nd ed. - New York: Pearson, 2019. - 859 p. : ill. ; 25 cm.

1 Introduction
2 Data
3 Classification: Basic Concepts and Techniques
4 Association Analysis: Basic Concepts and Algorithms
5 Cluster Analysis: Basic Concepts and Algorithms
6 Classification: Alternative Techniques
7 Association Analysis: Advanced Concepts
8 Cluster Analysis: Additional Issues and Algorithms
9 Anomaly Detection
10 Avoiding False Discoveries

9780273769224


Data mining
Database management
Knowledge acquisition
Databases

006.312 / TAN/I