Data mining : concepts and techniques / created by Jiawei Han, Micheline Kamber and Jian Pei.

By:

Han, Jiawei [author]

Contributor(s):

Material type: Text

TextPublication details: Burlington, MA : Elsevier, 2012.Edition: 3rd edDescription: xxxv, 703 pages ill. ; 25 cmISBN:

9780123814791

Subject(s):

Data mining

DDC classification:

006.3/12 22

LOC classification:

QA76.9 .D343 HAN

Contents:

1. Introduction 2. Getting to Know Your Data 3. Preprocessing: Data Reduction, Transformation, and Integration 4. Data Warehousing and On-Line Analytical Processing 5. Data Cube Technology 6. Mining Frequent Patterns, Associations and Correlations: Concepts and Methods 7. Advanced Frequent Pattern Mining 8. Classification: Basic Concepts 9. Classification: Advanced Methods 10. Cluster Analysis: Basic Concepts and Methods 11. Cluster Analysis: Advanced Methods 12. Outlier Analysis 13. Trends and Research Frontiers in Data Mining

Summary: Equips you with an understanding and application of the theory and practice of discovering patterns hidden in large data sets. This title focuses on important topics in the field: data warehouses and data cube technology, mining stream, mining social networks, and mining spatial, multimedia and other complex data.

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Holdings
Item type	Current library	Call number	Copy number	Status	Barcode
Book	Main Library Open Shelf	QA76.9.D343 HAN (Browse shelf(Opens below))	157009	Available	BK144795
Book	Main Library Open Shelf	QA76.9.D343 HAN (Browse shelf(Opens below))	157008	Available	BK144658
Book	Main Library Open Shelf	QA76.9.D343 HAN (Browse shelf(Opens below))	153984	Available	BK141143
Book	Main Library Open Shelf	QA76.9.D343 HAN (Browse shelf(Opens below))	153878	Available	BK141167
Book	Zvishavane Library Open Shelf	QA76.9.D343 HAN (Browse shelf(Opens below))	153985	Available	BK141171
Book	Zvishavane Mining Sciences Library Open Shelf	QA76.9.D343 HAN (Browse shelf(Opens below))	153983	Available	BK141137

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Previous	QA76.76.O63 STA Operating systems : internals and design principles /	QA 76.79.D3 ROD Oracle :	QA 76.9 COO Coordinating user interfaces for consistency.	QA76.9.D343 HAN Data mining : concepts and techniques /	QA76.9.D343 WIT Data mining: practical machine learning tools and techniques /	QA135.5SCH The school mathematics problem	QA135.5 SCH The school mathematics project	Next

Includes references and an index

Equips you with an understanding and application of the theory and practice of discovering patterns hidden in large data sets. This title focuses on important topics in the field: data warehouses and data cube technology, mining stream, mining social networks, and mining spatial, multimedia and other complex data.

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