Data Mining: Concepts and Techniques, Second Edition

eBook: Data Mining Concepts and Techniques
Publisher: Morgan Kaufmann; 2 edition (November 3, 2005)
Language: English
ISBN-10: 1558609016
ISBN-13: 978-1558609013
Author: Jiawei Han and Micheline Kamber

Data Mining Book Description:
Our ability to generate and capture of data is growing very quickly. Not only are all of our business, academia and government transactions now computerized, but generate the widespread use of digital cameras, publication tools, and bar code and data. The collection of the scanned text and image platforms, satellite remote sensing systems and the World Wide Web was flooded us with a huge amount of data. The explosive growth have an urgent need for new techniques and automated tools that help us to transform this data into useful information and knowledge can be created.
As in the first edition, voted the most popular data mining book KD Nuggets readers, this book deals with the concepts and techniques for finding hidden patterns in large data sets, focusing on issues relating to their feasibility, benefits, efficiency and scalability. But since the publication of the first edition, a major advance in the development of new methods of data mining, systems and applications has been made​​. The new release improves the first edition and new chapters have been added to address the recent developments on mining complex data types, including streaming data, sequence data, graph structured data, social networks and data, multinational data.
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