The nature of complex networks
Material type: TextPublication details: New York : Oxford University Press, ©2022Description: xvi, 449 p. : ill. ; 26 cmISBN:- 9780199695119
- 006.3 DOR-N
Item type | Current library | Collection | Call number | Status | Notes | Date due | Barcode | Item holds |
---|---|---|---|---|---|---|---|---|
Books | IIITD Reference | Computer Science and Engineering | CB 006.3 DOR-N (Browse shelf(Opens below)) | Loan on demand | DBT Project Grant | 012963 |
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CB 005.74 WHI-H Hadoop : | CB 006 CON-M Machine learning for hackers | CB 006.1 GIR-D Dynamical variational autoencoders : a comprehensive review | CB 006.3 DOR-N The nature of complex networks | CB 006.3 GOL-N Neural network methods in natural language processing | CB 006.3 HAM-G Graph representation learning | CB 006.3 KAM-T Transformers for machine learning : a deep dive |
Includes bibliographical references and index.
1. First insight
2. Graphs
3. Classical random graphs
4. Equilibrium networks
5. Evolving networks
6. Connected components
7. Epidemics and spreading phenomena
8. Networks of networks
9. Spectra and communities
10. Walks and search
11. Temporal networks
12. Cooperative systems on networks
13. Inference and reconstruction
14. What's next?
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