Dynamics On and Of Complex Networks III: Machine Learning and Statistical Physics Approaches

Author:   Fakhteh Ghanbarnejad ,  Rishiraj Saha Roy ,  Fariba Karimi ,  Jean-Charles Delvenne
Publisher:   Springer Nature Switzerland AG
Edition:   2019 ed.
ISBN:  

9783030146856


Pages:   244
Publication Date:   14 August 2020
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Our Price $232.85 Quantity:  
Add to Cart

Share |

Dynamics On and Of Complex Networks III: Machine Learning and Statistical Physics Approaches


Add your own review!

Overview

Full Product Details

Author:   Fakhteh Ghanbarnejad ,  Rishiraj Saha Roy ,  Fariba Karimi ,  Jean-Charles Delvenne
Publisher:   Springer Nature Switzerland AG
Imprint:   Springer Nature Switzerland AG
Edition:   2019 ed.
Weight:   0.454kg
ISBN:  

9783030146856


ISBN 10:   3030146855
Pages:   244
Publication Date:   14 August 2020
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Part1. Network Structure.- Chapter1. An Empirical Study of the Effect of Noise Models on Centrality Metrics.- Chapter2. Emergence and Evolution of Hierarchical Structure in Complex Systems.- Chapter3. Evaluation of Cascading Infrastructure Failures and Optimal Recovery from a Network Science Perspective.- Part2. Network Dynamics.- Chapter4. Automatic Discovery of Families of Network Generative Processes.- Chapter5. Modeling User Dynamics in Collaboration Websites.- Chapter6. The Problem of Interaction Prediction in Link Streams.- Chapter7. The Network Source Location Problem in the Context of Foodborne Disease Outbreaks.- Part3. Theoretical Models and applications.- Chapter8.  Network Representation Learning using Local Sharing and Distributed Graph Factorization (LSDGF).- Chapter9. The  Anatomy  of  Reddit:  An  Overview  of Academic  Research.- Chapter10. Learning Information Dynamics in Social Media: A Temporal Point Process Perspective.  

Reviews

Author Information

Tab Content 6

Author Website:  

Customer Reviews

Recent Reviews

No review item found!

Add your own review!

Countries Available

All regions
Latest Reading Guide

MRG2025CC

 

Shopping Cart
Your cart is empty
Shopping cart
Mailing List