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120628s2012 mau eng |
| 020 |
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|a 0123814790 (hardback : alk. paper)
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| 020 |
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|a 9780123814791 (hardback : alk. paper)
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| 050 |
0 |
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|a QA76.9.D343
|b H36 2012
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| 090 |
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|a QA76.9.D343
|b H36 2012
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| 100 |
1 |
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|a Han, Jiawei ,
|e author
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| 245 |
1 |
0 |
|a Data mining :
|b concepts and techniques
|c Jiawei Han, Micheline Kamber, Jian Pei
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| 246 |
3 |
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|a Data mining
|b concepts & techniques
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| 250 |
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|a 3rd ed
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| 260 |
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|a Waltham, Massachusetts :
|b Elsevier ,
|c c2012
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| 300 |
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|a xxxv, 703 p. :
|b ill. ;
|c 25 cm.
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| 504 |
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|a Includes bibliographical references (p. 633-671) and index
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| 505 |
0 |
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|a 1. Introduction -- 2. Getting to know your data -- 3. Data preprocessing -- 4. Data warehousing and online analytical processing -- 5. Data cube technology -- 6. Mining frequent patterns, associations, and correlations: basic concepts and methods -- 7. Advanced pattern mining -- 8. Classification: basic concepts -- 9. Classification: advanced methods -- 10. Cluster analysis: basic concepts and methods -- 11. Advanced cluster analysis -- 12. Outlier detection -- 13. Data mining trends and research frontiers
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| 520 |
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|a 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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| 520 |
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|a The increasing volume of data in modern business and science calls for more complex and sophisticated tools. Although advances in data mining technology have made extensive data collection much easier, it's still always evolving and there is a constant need for new techniques and tools that can help us transform this data into useful information and knowledge. Since the previous edition's publication, great advances have been made in the field of data mining. Not only does the third of edition of data mining: concepts and techniques continue the tradition of equipping you with an understanding
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| 650 |
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0 |
|a Data mining
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| 700 |
1 |
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|a Kamber, Micheline ,
|e author
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| 700 |
1 |
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|a Pei, Jian ,
|e author
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| 999 |
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|a 1000152274
|b Book
|c OPEN SHELF (30 DAYS)
|e Gong Badak Campus
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