Data Mining Techniques and Applications: An Introduction

Hongbo Du

ISBN 10: 1844808912 / ISBN 13: 9781844808915

Editore: Cengage Learning EMEA, 2010

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Brand new book. International edition printed overseas but with similar contents as compared to the US edition. Same day shipping with tracking. Codice articolo 686|9781844808915

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Titolo: Data Mining Techniques and Applications: An ...

Casa editrice: Cengage Learning EMEA

Data di pubblicazione: 2010

Legatura: Softcover

Condizione: New

Edizione: Edizione Internazionale

Descrizione articolo

Riassunto:

This concise and approachable introduction to data mining selects a mixture of data mining techniques originating from statistics, machine learning and databases, and presents them in an algorithmic approach. Aimed primarily at undergraduate readers, it presents not only the fundamental principles and concepts of the subject in an easy-to-understand way, but also hands on, practical instruction on data mining techniques, that readers can put into practice as they go along using the freely downloadable Weka toolkit. Author Hongbo Du shares his years of commercial, as well as research-based, experience in the field through extensive examples and real-world case studies, highlighting how data mining solutions provided by software tools are used in practical problem solving. Covering not only traditional areas of data mining such as association, clustering and classification, this text also explains topics such as data warehousing, online-analytic processing, and text mining.