Data Mining : Concepts and Techniques / Jiawei Han; Micheline Kamber; Jian Pei
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| | | | | | Data Mining : Concepts and Techniques. | | xxxv, 703 pages : illustrations ; 25 cm Morgan Kaufmann series in data management systems. | | "This 3rd edition presents dozens of algorithms and implementation examples, all in pseudo-code and suitable for use in real-world, large-scale data mining projects. It addresses advanced topics such as mining object-relational databases, spatial databases, multimedia databases, time-series databases, text databases, the World Wide Web, and applications in several fields. The work also provides a comprehensive, practical look at the concepts and techniques you need to get the most out of your data."--The Publisher. | | 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. | | ISBN 9780123814791. | | | | 1. Data mining 2. Fouille de donneĢes 3. Computer - assisted instruction 4. Data mining - Handbooks, manuals, etc.I. Kamber, Micheline II. Jian, Pei III. Title IV. Series | | Control No. : 28482 | | | Library : UiTM Shah Alam; UiTM Johor |
| | Accn No. | Item Status | Add Id | Location | SMD | Item Category | | 1028479 | Shelf | | PERPUSTAKAAN TUN ABDUL RAZAK(P1) | BOOK | slr | | 1028480 | Shelf | | PERPUSTAKAAN TUN ABDUL RAZAK(P1) | BOOK | OSs |
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