Mathematical tools for data mining : set theory, partial orders, combinatorics /
Dan A. Simovici, Chabane Djeraba.
- 2nd ed. 2014.
- xi, 831 páginas : 93 ilustraciones
- Advanced Information and Knowledge Processing, 1610-3947 .
Springer eBooks
Sets, Relations and Functions -- Partially Ordered Sets -- Combinatorics -- Topologies and Measures -- Linear Spaces -- Norms and Inner Products -- Spectral Properties of Matrices -- Metric Spaces Topologies and Measures -- Convex Sets and Convex Functions -- Graphs and Matrices -- Lattices and Boolean Algebras -- Applications to Databases and Data Mining -- Frequent Item Sets and Association Rules -- Special Metrics -- Dimensions of Metric Spaces -- Clustering.