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Data Mining: Concepts and Techniques, 3rd Edition
book

Data Mining: Concepts and Techniques, 3rd Edition

by Jiawei Han, Micheline Kamber, Jian Pei
June 2011
Beginner to intermediate content levelBeginner to intermediate
744 pages
25h 11m
English
Morgan Kaufmann
Content preview from Data Mining: Concepts and Techniques, 3rd Edition

Bibliographic Notes

There are a good number of introductory-level textbooks on data warehousing and OLAP technology—for example, Kimball, Ross, Thornthwaite, et al. [KRTM08]; Imhoff, Galemmo, and Geiger [IGG03]; and Inmon [Inm96]. Chaudhuri and Dayal [CD97] provide an early overview of data warehousing and OLAP technology. A set of research papers on materialized views and data warehouse implementations were collected in Materialized Views: Techniques, Implementations, and Applications by Gupta and Mumick [GM99].

The history of decision support systems can be traced back to the 1960s. However, the proposal to construct large data warehouses for multidimensional data analysis is credited to Codd [CCS93] who coined the term OLAP for online analytical ...

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Publisher Resources

ISBN: 9780123814791