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Introduction to data mining

By: Contributor(s): Material type: TextTextLanguage: English Language Publication details: New Delihe Pearson 2016Description: xix, 760 p. some Colour 23 cmISBN:
  • 9789332571402
Subject(s): DDC classification:
  • 006.312 TAN
Summary: "Introduction to Data Mining is a complete introduction to data mining for students, researchers, and professionals. It provides a sound understanding of the foundations of data mining, in addition to covering many important advanced topics
Item type: Lending Books
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Holdings
Item type Current library Collection Call number Status Notes Date due Barcode Item holds
Lending Books Lending Books Applied Sciences Library Lending Section Lending Collection 006.312 TAN (Browse shelf(Opens below)) Available $19.14 112983
Lending Books Lending Books Applied Sciences Library Lending Section Lending Collection 006.312 TAN (Browse shelf(Opens below)) Available $19.14 112984
Total holds: 0

. Introduction --
2. Data --
3. Exploring data --
4. Classification : basic concepts, decision trees, and model evaluation --
5. Classification : alternative techniques --
6. Association analysis : basic concepts and algorithms --
7. Association analysis : advanced concepts --
8. Cluster analysis : basic concepts and algorithms --
9. Cluster analysis : additional issues and algorithms --
10. Anomaly detection --
App. A. Linear algebra --
App. B. Dimensionality reduction --
App. C. Probability and statistics --
App. D. Regression --
App. E. Optimization.


"Introduction to Data Mining is a complete introduction to data mining for students, researchers, and professionals. It provides a sound understanding of the foundations of data mining, in addition to covering many important advanced topics

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