Handbook of Large-Scale Random Networks


ISBN: 978-3-540-69394-9 (Print) 978-3-540-69395-6 (Online)

Table of contents (12 chapters)

  1. Front Matter

    Pages 1-14

  2. Chapter

    Pages 15-115

    Random Graphs and Branching Processes

  3. Chapter

    Pages 117-142

    Percolation, Connectivity, Coverage and Colouring of Random Geometric Graphs

  4. Chapter

    Pages 143-169

    Scaling Properties of Complex Networks and Spanning Trees

  5. Chapter

    Pages 171-202

    Random Tree Growth with Branching Processes — A Survey

  6. Chapter

    Pages 203-237

    Reaction-diffusion Processes in Scale-free Networks

  7. Chapter

    Pages 239-275

    Toward Understanding the Structure and Function of Cellular Interaction Networks

  8. Chapter

    Pages 277-324

    Scale-Free Cortical Planar Networks

  9. Chapter

    Pages 325-368

    Reconstructing Cortical Networks: Case of Directed Graphs with High Level of Reciprocity

  10. Chapter

    Pages 369-408

    k-Clique Percolation and Clustering

  11. Chapter

    Pages 409-443

    The Inverse Problem of Evolving Networks — with Application to Social Nets

  12. Chapter

    Pages 445-488

    Learning and Representation: From Compressive Sampling to the ‘Symbol Learning Problem’

  13. Chapter

    Pages 489-530

    Telephone Call Network Data Mining: A Survey with Experiments

  14. Back Matter

    Pages 531-538