Complex Networks IX

Part I. Theory of Complex Networks

1. On the Eccentricity Function in Graphs
Hend Alrasheed

2. Density Decompositions of Networks
Glencora Borradaile, Theresa Migler, Gordon Wilfong

3. Fast Streaming Small Graph Canonization
Pedro Paredes, Pedro Ribeiro

4. Silhouette for the Evaluation of Community Structures in Multiplex Networks
Alessia Amelio, Andrea Tagarelli

5. Jaccard Curvature—an Efficient Proxy for Ollivier-Ricci Curvature in Graphs
Siddharth Pal, Feng Yu, Terrence J. Moore, Ram Ramanathan, Amotz Bar-Noy, Ananthram Swami

6. Combinatorial Miller–Hagberg Algorithm for Randomization of Dense Networks
Hiroki Sayama

7. Proposal of Strategic Link Addition for Improving the Robustness of Multiplex Networks
Yui Kazawa, Sho Tsugawa

Part II. Graph Embeddings

8. Embedding-Centrality: Generic Centrality Computation Using Neural Networks
Rami Puzis, Zion Sofer, Dvir Cohen, Matan Hugi

9. Fast Sequence-Based Embedding with Diffusion Graphs
Benedek Rozemberczki, Rik Sarkar

10. Semi-supervised Graph Embedding Approach to Dynamic Link Prediction
Ryohei Hisano

11. Modularity Optimization as a Training Criterion for Graph Neural Networks
Tsuyoshi Murata, Naveed Afzal

Part III. Network Dynamics

12. Outer Synchronization for General Weighted Complex Dynamical Networks Considering Incomplete Measurements of Transmitted Information
Xinwei Wang, Guo-Ping Jiang, Xu Wu

13. Diffusive Phenomena in Dynamic Networks: A Data-Driven Study
Letizia Milli, Giulio Rossetti, Dino Pedreschi, Fosca Giannotti

14. Fractal Analyses of Networks of Integrate-and-Fire Stochastic Spiking Neurons
Ariadne A. Costa, Mary Jean Amon, Olaf Sporns, Luis H. Favela

Part IV. Network Science Applications

15. Cultivating Tipping Points: Network Science in Teaching
Catherine Cramer, Ralucca Gera, Michaela Labriole, Hiroki Sayama, Lori Sheetz, Emma Towlson, Stephen Uzzo

16. Terrorist Network Analyzed with anInfluence Spreading Model
Vesa Kuikka

17. Author Attribution Using Network Motifs
Younis Al Rozz, Ronaldo Menezes

18. Complex Networks Reveal aGlottochronological Classification of Natural Languages
Harith Hamoodat, Younis Al Rozz, Ronaldo Menezes

19. A Percolation-Based Thresholding Method with Applications in Functional Connectivity Analysis
Farnaz Zamani Esfahlani, Hiroki Sayama

20. Discovering Patterns of Interest in IP Traffic Using Cliques in Bipartite Link Streams
Tiphaine Viard, Raphaël Fournier-S’niehotta, Clémence Magnien, Matthieu Latapy

21. Router-Level Topologies of Autonomous Systems
Muhammed Abdullah Canbaz, Khalid Bakhshaliyev, Mehmet Hadi Gunes

Part V. Human Behavior and Social Networks

22. Social Influence (Deep) Learning for Human Behavior Prediction
Luca Luceri, Torsten Braun, Silvia Giordano

23. Inspiration, Captivation, and Misdirection: Emergent Properties in Networks of Online Navigation
Patrick Gildersleve, Taha Yasseri

24. Are Crisis Platforms Supporting Citizen Participation?
Gonzalo Bacigalupe, Javier Velasco-Martin

25. Dynamic Visualization of Citation Networks and Detection of Influential Node Addition
Takayasu Fushimi, Tetsuji Satoh, Noriko Kando

26. A Trust-Based News Spreading Model
V. Carchiolo, A. Longheu, M. Malgeri, G. Mangioni, M. Previti

27. Discovering Mobility Functional Areas: A Mobility Data Analysis Approach
Lorenzo Gabrielli, Daniele Fadda, Giulio Rossetti, Mirco Nanni, Leonardo Piccinini, Dino Pedreschi, Fosca Giannotti, Patrizia Lattarulo

28. Estimating Peer-Influence Effects Under Homophily: Randomized Treatments and Insights
Niloy Biswas, Edoardo M. Airoldi

Keywords: Physics, Applications of Graph Theory and Complex Networks, Computational Social Sciences, Computational Intelligence, Artificial Intelligence (incl. Robotics), Complexity