Principles of Data Mining

This book explains the principal techniques of data mining, for classification, association rule mining and clustering. Each topic is clearly explained and illustrated by detailed examples, with a focus on algorithms rather than mathematical formalism.

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Bibliographic Details
Main Author Bramer, Max
Format eBook Book
LanguageEnglish
Published London Springer Nature 2007
Springer
Springer London, Limited
Springer London
Edition2
SeriesUndergraduate topics in computer science
Subjects
Artificial Intelligence
Computer Science
Data mining
Data processing Computer science
Data Structures and Information Theory
Database Management
Database searching
Information Storage and Retrieval
Programming Techniques
Theory of Computation
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Summary:This book explains the principal techniques of data mining, for classification, association rule mining and clustering. Each topic is clearly explained and illustrated by detailed examples, with a focus on algorithms rather than mathematical formalism.
Bibliography:Includes bibliographical references and index
ISBN:1846287669
9781846287664
1447148835
9781447148838
1846287650
9781846287657
1447148843
9781447148845
DOI:10.1007/978-1-84628-766-4