عنوان

Complex Networks and Their Applications VII.

(Number (ISBN

303005411X

(Number (ISBN

3030054128

(Number (ISBN

9783030054113

(Number (ISBN

9783030054120

Erroneous ISBN

3030054101

Erroneous ISBN

9783030054106

Title Proper

Complex Networks and Their Applications VII.

General Material Designation

[Book]

Other Title Information

Proceedings The 7th International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2018 /

First Statement of Responsibility

edited by Luca Maria Aiello, Chantal Cherifi, Hocine Cherifi, Renaud Lambiotte, Pietro Lió, Luis M. Rocha.

Volume Designation

Volume 1 :

Place of Publication, Distribution, etc.

Cham :

Name of Publisher, Distributor, etc.

Springer,

Date of Publication, Distribution, etc.

2019.

Specific Material Designation and Extent of Item

1 online resource (xxvii, 893 pages) :

Other Physical Details

illustrations (some color)

Series Title

Studies in Computational Intelligence,

Volume Designation

812

ISSN of Series

1860-949X ;

Text of Note

Intro; Preface; Organization and Committees; General Chairs; Advisory Board; Program Co-chairs; Poster Chairs; Lightning Chairs; Media and Publicity Chairs; Tutorial Chairs; Local Chairs; Local Committee; Publication Chair; Submission Chair; Web Chair; Program Committee; Contents; Link Analysis and Ranking; A New Group Centrality Measure for Maximizing the Connectedness of Network Under Uncertain Connectivity; 1 Introduction; 2 Related Work; 3 Proposed Measure; 3.1 Connectedness Centrality; 3.2 Solution Algorithm; 3.3 Group-Connectedness Centrality; 4 Experimental Settings

Text of Note

1 Introduction2 Link Prediction Evaluation Framework; 2.1 Creation of Learning and Prediction Sets; 2.2 Link Prediction; 2.3 Choice of an Appropriate Score Function; 3 Methods Evaluation; 3.1 Method Based on Heuristics; 3.2 Methods Based on Graph Embeddings; 3.3 Results; 4 Analysis of Systematic Biases; 4.1 Graph Distance; 4.2 Node Degree; 4.3 Community Structure; 5 Discussion: Effect of Biases on Recommender Systems; 6 Conclusion; References; Stability and Similarity in Networks Based on Topology and Nodes Importance; Abstract; 1 Introduction; 2 Stability and Similarity of Network

Text of Note

3.1 Notation3.2 Brandes' Algorithm; 3.3 Weighted Modularity and Louvain Method; 3.4 W2C-FastBC; 4 Evaluation: Dynamic Analysis of a Real-World Road Network; 5 Conclusion; References; Node Ordering for Rescalable Network Summarization (or, the Apparent Magic of Word Frequency and Age of Acquisition in the Lexicon); 1 Introduction; 2 The Node Ordering Problem: Approximating Degree; 3 Related Work; 4 Case Study: Word Recognition and the Phonological Network; 5 Discussion and Future Directions; References; Systematic Biases in Link Prediction: Comparing Heuristic and Graph Embedding Based Methods

Text of Note

4 Average-Case Analysis of Yen's Algorithm4.1 Empirical Results on Average-Case Behavior of Yen's Algorithm; 5 Average-Case Analysis of Feng's Algorithm; 5.1 Empirical Results on Feng's Average-Case Behavior; 6 Conclusion; References; Scaling of Random Walk Betweenness in Networks; 1 Introduction; 2 Random Walk Betweenness; 2.1 Numerical Results; 3 Normalized Random Walk Betweenness; 3.1 Numerical Results; 4 Conclusions; References; Fast Approximated Betweenness Centrality of Directed and Weighted Graphs; 1 Introduction; 2 Related Work; 3 Fast BC Computation of Weighted and Directed Graphs

Text of Note

5 Experimental Results5.1 Visualization of Representatives and Their Clusters; 5.2 Stability with Respect to the Number of Simulations; 5.3 Reachability Under Link Cutting; 5.4 Computation Time; 6 Conclusion; References; Walk Prediction in Directed Networks; 1 Introduction; 2 Related Works; 3 Proposed Model; 3.1 Preference/Attraction Score; 3.2 Learning the Model; 4 Evaluation; 4.1 Dataset; 4.2 Baseline Methods; 4.3 Results; 5 Conclusions; References; Average-Case Behavior of k-Shortest Path Algorithms; 1 Introduction; 2 Related Work; 3 Algorithms; 3.1 Yen's Algorithm; 3.2 Feng's Algorithm

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Text of Note

This book highlights cutting-edge research in the field of network science, offering scientists, researchers, students and practitioners a unique update on the latest advances in theory, together with a wealth of applications. It presents the peer-reviewed proceedings of the VII International Conference on Complex Networks and their Applications (COMPLEX NETWORKS 2018), which was held in Cambridge on December 11-13, 2018. The carefully selected papers cover a wide range of theoretical topics such as network models and measures; community structure and network dynamics; diffusion, epidemics and spreading processes; and resilience and control; as well as all the main network applications, including social and political networks; networks in finance and economics; biological and neuroscience networks; and technological networks.

Source for Acquisition/Subscription Address

Springer Nature

Stock Number

com.springer.onix.9783030054113

International Standard Book Number

9783030054106

International Standard Book Number

9783030054120

Artificial intelligence.

Engineering.

Artificial intelligence.

Engineering.

COM004000

UYQ

UYQ

Number

Edition

Class number

Aiello, Luca Maria.

Cherifi, Chantal.

Cherifi, Hocine.

Lambiotte, Renaud.

Lió, Pietro.

Rocha, Luis M.

International Conference on Complex Networks and Their Applications(7th :2018 :, Cambridge, England)

Date of Transaction

20200823081519.0

Cataloguing Rules (Descriptive Conventions))

pn

Electronic name

[Book]

Y