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Introduction to Data Mining, Global Edition

Introduction to Data Mining, Global Edition

Publisher Pearson Education Limited
Year 13/04/2018
Edition Second
Pages 864
Version other
Readership level Adult education
ISBN 9780273769224
Categories Data mining
Replaces 9781292026152
$80.08 (with VAT)
301.00 PLN / €67.27 / £59.94
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Book description

Introduction to Data Mining presents fundamental concepts and algorithms for those learning data mining for the first time. Each concept is explored thoroughly and supported with numerous examples. The text requires only a modest background in mathematics. Each major topic is organized into two chapters, beginning with basic concepts that provide necessary background for understanding each data mining technique, followed by more advanced concepts and algorithms.

Introduction to Data Mining, Global Edition

Table of contents

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
Author Index

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