Principles of Data Mining

• Main Author: Bramer, Max
• Format: eBook Book
• Language: English
• Published: London Springer Nature 2007; Springer; Springer London, Limited; Springer London
• Edition: 2
• Series: Undergraduate 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

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.