Djeraba, Chabane
Mathematical Tools for Data Mining
Part I. Set Theory
1. Sets, Relations, and Functions
Dan A. Simovici, Chabane Djeraba
2. Algebras
Dan A. Simovici, Chabane Djeraba
3. Graphs and Hypergraphs
Dan A. Simovici, Chabane Djeraba
Part II. Partial Orders
4. Partially Ordered Sets
Dan A. Simovici, Chabane Djeraba
5. Lattices and Boolean Algebras
Dan A. Simovici, Chabane Djeraba
6. Topologies and Measures
Dan A. Simovici, Chabane Djeraba
7. Frequent Item Sets and Association Rules
Dan A. Simovici, Chabane Djeraba
8. Applications to Databases and Data Mining
Dan A. Simovici, Chabane Djeraba
9. Rough Sets
Dan A. Simovici, Chabane Djeraba
Part III. Metric Spaces
10. Dissimilarities, Metrics, and Ultrametrics
Dan A. Simovici, Chabane Djeraba
11. Topologies and Measures on Metric Spaces
Dan A. Simovici, Chabane Djeraba
12. Dimensions of Metric Spaces
Dan A. Simovici, Chabane Djeraba
13. Clustering
Dan A. Simovici, Chabane Djeraba
Part IV. Combinatorics
14. Combinatorics
Dan A. Simovici, Chabane Djeraba
15. The Vapnik-Chervonenkis Dimension
Dan A. Simovici, Chabane Djeraba
DRM-restrictions
Printing: not available
Clipboard copying: not available
Nyckelord: COMPUTERS / Computer Science COM014000
- Författare
- Djeraba, Chabane
- Simovici, Dan A.
- Utgivare
- Springer
- Utgivningsår
- 2008
- Språk
- en
- Utgåva
- 1
- Kategori
- Datateknik, Datakommunikation
- Format
- E-bok
- eISBN (PDF)
- 9781848002012