Jiawei Han, Micheline Kamber , Data Mining Concepts and techniques ,2nd Edition 2006 Morgan Kaufmann.
Data Mining Concepts and techniques
This book explores the concepts of data mining and data warehousing, a
promising and flourishing frontier in data base systems and new data
base applications and is also designed to give a broad, yet in-depth
overview of the field of data mining. Data mining is a multidisciplinary
field, drawing work from areas including database technology, AI,
machine learning, NN, statistics, pattern recognition, knowledge based
systems, knowledge acquisition, information retrieval, high performance
computing and data visualization. This book is intended for a wide
audience of readers who are not necessarily experts in data warehousing
and data mining, but are interested in receiving a general introduction
to these areas and their many practical applications. Since data mining
technology has become a hot topic not only among academic students but
also for decision makers, it provides valuable hidden business and
scientific intelligence from a large amount of historical data. It is
also written for technical managers and executives as well as for
technologists interested in learning about data mining.
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