Data Mining : Concepts and Techniques / Jiawei Han, Micheline Kamber

By:

Han, Jiawei

Contributor(s):

Kamber, Micheline

Material type: Text

TextPublication details: New Delhi : Elsevier, 2012.Edition: 3rd edDescription: xxxv, 703 p. : ill. ; 25 cmISBN:

9789380931913

Subject(s):

Data Mining. Algorithms. Artificial intelligence. Computational intelligence. Computer algorithms

DDC classification:

005.741 HAN

81934Summary: Mining of Data with Complex Structures explores nature of data with complex structure including sequences, trees and graphs. Readers will find a detailed description of the state-of-the-art of sequence mining, tree mining and graph mining, and more.Summary: Introduction Getting to know your data Data processing Data warehousing and online analytical processing Data cube technology Mining frequent patterns, associations, and correlations : basic concepts and methods Advanced pattern mining Classification : basic concepts Classification : advanced methods Cluster analysis : basic concepts and methods Advanced cluster analysis Outlier detection Data mining trends and research frontiers

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Holdings
Item type	Current library	Call number	Status	Barcode
Books	Symbiosis Centre for Information Technology ISSUABLE	005.741 WIT/FRA (Browse shelf(Opens below))	Available	scit-b-9862
Books	Symbiosis Centre for Information Technology ISSUABLE	005.75 HAN/KAM (Browse shelf(Opens below))	Available	SCIT-B-7766
Books	Symbiosis Centre for Information Technology ISSUABLE	005.75 HAN/KAM (Browse shelf(Opens below))	Available	SCIT-B-8943
Books	Symbiosis Centre for Information Technology ISSUABLE	005.75 HAN/KAM (Browse shelf(Opens below))	Available	SCIT-B-8944
Books	Symbiosis Centre for Information Technology	92305 HAN/KAM (Browse shelf(Opens below))	Available	SCIT-B-8945
Books	Symbiosis Centre for Information Technology ISSUABLE	005.75 HAN/KAM (Browse shelf(Opens below))	Available	SCIT-B-8946
Books	Symbiosis Centre for Information Technology ISSUABLE	005.75 HAN/KAM (Browse shelf(Opens below))	Available	SCIT-B-8948
Books	Symbiosis Centre for Information Technology	92305 HAN/KAM (Browse shelf(Opens below))	Available	SCIT-B-8949
Books	Symbiosis Centre for Information Technology	005.741 HAN/KAM (Browse shelf(Opens below))	Available	SCIT-B-8950
Books	Symbiosis Centre for Information Technology Reference	005.74 HAN/KAM (Browse shelf(Opens below))	Available	SCIT-B-8951
Books	Symbiosis Centre for Information Technology Reference	005.74 HAN/KAM (Browse shelf(Opens below))	Available	SCIT-B-8952
Books	Symbiosis Institute of Management Studies SIMS-7/5.7	658.472 HAN (Browse shelf(Opens below))	Available	SIMS-B-20627
Books	Symbiosis Institute of Management Studies SIMS-7/5.7	658.472 HAN (Browse shelf(Opens below))	Available	SIMS-B-20628
Books	Symbiosis Institute of Management Studies SIMS-7/5.7	658.472 HAN (Browse shelf(Opens below))	Available	SIMS-B-20629
Books	Symbiosis Institute of Management Studies SIMS-7/5.7	658.472 HAN (Browse shelf(Opens below))	Available	SIMS-B-20649
Books	Symbiosis Institute of Management Studies SIMS-7/5.7	658.472 HAN (Browse shelf(Opens below))	Available	SIMS-B-20650
Books	Symbiosis Institute of Management Studies SIMS-7/5.7	658.472 HAN (Browse shelf(Opens below))	Available	SIMS-B-20651

Mining of Data with Complex Structures explores nature of data with complex structure including sequences, trees and graphs. Readers will find a detailed description of the state-of-the-art of sequence mining, tree mining and graph mining, and more.

Introduction
Getting to know your data
Data processing
Data warehousing and online analytical processing
Data cube technology
Mining frequent patterns, associations, and correlations : basic concepts and methods
Advanced pattern mining
Classification : basic concepts
Classification : advanced methods
Cluster analysis : basic concepts and methods
Advanced cluster analysis
Outlier detection
Data mining trends and research frontiers

81934

English

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