Table of Contents
- Title and Copyright Information
- Preface
-
Part I Introductions
- 1 What Is Data Mining?
- 2 Introduction to Oracle Data Mining
- 3 Oracle Data Mining Basics
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Part II Mining Functions
- 4 Regression
- 5 Classification
- 6 Anomaly Detection
- 7 Clustering
- 8 Association
- 9 Feature Selection and Extraction
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Part III Algorithms
- 10 Apriori
- 11 Decision Tree
- 12 Expectation Maximization
- 13 Explicit Semantic Analysis
- 14 Generalized Linear Models
- 15 k-Means
- 16 Minimum Description Length
- 17 Naive Bayes
- 18 Non-Negative Matrix Factorization
- 19 O-Cluster
- 20 Singular Value Decomposition
- 21 Support Vector Machines
- Glossary
- Index