Mathematical tools for data mining : set theory, partial orders, combinatorics / Dan A. Simovici, Chabane Djeraba.
Tipo de material:
TextoSeries Advanced Information and Knowledge ProcessingEditor: London : Springer London : Springer, 2014Edición: 2nd ed. 2014Descripción: xi, 831 páginas : 93 ilustracionesTipo de contenido: - texto
- computadora
- recurso en línea
- 9781447164074
- QA76.9.D343
Contenidos:
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.
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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.
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