Network Models for Data Science
-10%
portes grátis
Network Models for Data Science
Theory, Algorithms, and Applications
Izenman, Alan Julian
Cambridge University Press
01/2023
550
Dura
Inglês
9781108835763
15 a 20 dias
1140
Descrição não disponível.
Preface; 1. Introduction and preview; 2. Examples of networks; 3. Graphs and networks; 4. Random graph models; 5. Percolation on Zd; 6. Percolation beyond Zd; 7. The topology of networks; 8. Models of network evolution and growth; 9. Network sampling; 10. Parametric network models; 11. Graph partitioning: i. graph cuts; 12. Graph partitioning: ii. community detection; 13. Graph partitioning: iii. spectral clustering; 14. Graph partitioning: iv. overlapping communities; 15. Examining network properties; 16. Graphons as limits of networks; 17. Dynamic networks; Index of examples; Author index; Subject index.
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Preface; 1. Introduction and preview; 2. Examples of networks; 3. Graphs and networks; 4. Random graph models; 5. Percolation on Zd; 6. Percolation beyond Zd; 7. The topology of networks; 8. Models of network evolution and growth; 9. Network sampling; 10. Parametric network models; 11. Graph partitioning: i. graph cuts; 12. Graph partitioning: ii. community detection; 13. Graph partitioning: iii. spectral clustering; 14. Graph partitioning: iv. overlapping communities; 15. Examining network properties; 16. Graphons as limits of networks; 17. Dynamic networks; Index of examples; Author index; Subject index.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
