Data mining : concepts and techniques / Jiawei Han, Micheline Kamber, Jian Pei.
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TextLanguage: English Publication details: Burlington, MA : Elsevier, c2011. Edition: 3rd edDescription: xxxv, 703 p. : ill. ; 25 cmISBN: 9780123814791Subject(s): Data miningDDC classification: 006.312 LOC classification: QA76.9.D343 | H36 2011Online resources: WorldCat details | E-book Fulltext | Item type | Current library | Collection | Call number | Copy number | Status | Date due | Barcode | Item holds |
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| 006.31 REI 2019 An introduction to machine learning / | 006.312 AZD 2012 Data analysis and data mining : | 006.312 HAD 2012 Data mining : | 006.312 HAD 2012 Data mining : | 006.312 HAD 2012 Data mining : | 006.312 HAD 2012 Data mining : | 006.312 LAT 2022 Text mining for information professionals an uncharted territory / |
Includes Index.
TOC 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.
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.
CSE
Tahur Ahmed
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