Introduction to Data Mining, 2nd edition

  • Pang-Ning Tan, 
  • Michael Steinbach, 
  • Vipin Kumar

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Overview

Introduction to Data Mining introduces fundamental concepts and algorithms of data. The text provides the necessary background for the application of data mining to real problems and includes sections on classification, association analysis, and cluster analysis to help you understand the nuances of the subject.

Published by Pearson (July 14th 2021) - Copyright © 2019

ISBN-13: 9780137506286

Subject: Database

Category: Data Mining

Table of contents

Brief Contents

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

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