Data Mining: Concepts and Techniques by Jian Pei, Micheline Kamber, Jiawei Han (Hardcover, 2011)

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Data Mining: Concepts and Techniques by Jian Pei, Micheline Kamber, Jiawei....

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Data Mining: Concepts and Techniques provides the concepts and techniques in processing gathered data or information, which will be used in various applications. Specifically, it explains data mining and the tools used in discovering knowledge from the collected data. This book is referred as the knowledge discovery from data (KDD). It focuses on the feasibility, usefulness, effectiveness, and scalability of techniques of large data sets. After describing data mining, this edition explains the methods of knowing, preprocessing, processing, and warehousing data. It then presents information about data warehouses, online analytical processing (OLAP), and data cube technology. Then, the methods involved in mining frequent patterns, associations, and correlations for large data sets are described. The book details the methods for data classification and introduces the concepts and methods for data clustering. The remaining chapters discuss the outlier detection and the trends, applications, and research frontiers in data mining. This book is intended for Computer Science students, application developers, business professionals, and researchers who seek information on data mining.

Product Identifiers

PublisherElsevier Science & Technology
ISBN-139780123814791
eBay Product ID (ePID)109225024

Product Key Features

Number of Pages744 Pages
Publication NameData Mining: Concepts and Techniques
LanguageEnglish
SubjectComputer Science
Publication Year2011
TypeTextbook
AuthorJian Pei, Micheline Kamber, Jiawei Han
SeriesThe Morgan Kaufmann Series in Data Management Systems
FormatHardcover

Dimensions

Item Height240 mm
Item Weight1433 g
Item Width197 mm

Additional Product Features

Country/Region of ManufactureUnited States
Title_AuthorJian Pei, Micheline Kamber, Jiawei Han

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