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10th COMPLEX NETWORKS 2021: Madrid, Spain
- Rosa María Benito, Chantal Cherifi, Hocine Cherifi
, Esteban Moro, Luis M. Rocha
Complex Networks & Their Applications X - Volume 1, Proceedings of the Tenth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2021, Madrid, Spain, November 30 - December 2, 2021. Studies in Computational Intelligence 1015, Springer 2022, ISBN 978-3-030-93408-8
Network Analysis
- Yitzchak Novick, Amotz Bar-Noy:
A Fair-Cost Analysis of the Random Neighbor Sampling Method. 3-15 - Weiguang Liu, Jianglong Yan
Analysis of Radiographic Images of Patients with COVID-19 Using Fractal Dimension and Complex Network-Based High-Level Classification. 16-26 - Ruaridh A. Clark
Dynamical Influence Driven Space System Design. 27-38 - Jianglong Yan
Classification of Dispersed Patterns of Radiographic Images with COVID-19 by Core-Periphery Network Modeling. 39-49 - Linda Abraham, Anthony Bonato, Alexander Nazareth:
Small Number of Communities in Twitter Keyword Networks. 50-61 - Zhen Zhu, Yuan Gao:
Finding Cross-Border Collaborative Centres in Biopharma Patent Networks: A Clustering Comparison Approach Based on Adjusted Mutual Information. 62-72 - Ian Coffman, Dustin Martin, Blake Howald
Professional Judgments of Principled Network Expansions. 73-81 - Davide Garbarino, Matteo Moro
Attributed Graphettes-Based Preterm Infants Motion Analysis. 82-93 - Ardian Maulana, Hokky Situngkir, Rendra Suroso:
Dynamics of Polarization and Coalition Formation in Signed Political Elite Networks. 94-103 - Eoghan Cunningham, Barry Smyth, Derek Greene:
Navigating Multidisciplinary Research Using Field of Study Networks. 104-115 - Marcos S. Lyra, Flávio L. Pinheiro
Public Procurement Fraud Detection: A Review Using Network Analysis. 116-129 - Jisu Kim, Alina Sîrbu
Characterising Different Communities of Twitter Users: Migrants and Natives. 130-141 - Hanjo D. Boekhout, Eelke M. Heemskerk, Frank W. Takes:
Evolution of the World Stage of Global Science from a Scientific City Network Perspective. 142-154 - Eda Bayram:
Propagation on Multi-relational Graphs for Node Regression. 155-167 - Abhijin Adiga, Nicholas Palmer, Sanchit Sinha, Penina Waghalter, Aniruddha Dave, Daniel Perez Lazarte, Thierry Brévault, Andrea Apolloni, Henning S. Mortveit, Young Yun Baek, Madhav V. Marathe:
Realistic Commodity Flow Networks to Assess Vulnerability of Food Systems. 168-179
Structural Network Measures
- Célestin Coquidé, Julie Queiros, François Queyroi:
PageRank Computation for Higher-Order Networks. 183-193 - Abdulhakeem Othman Mohammed, Feodor F. Dragan, Heather M. Guarnera
Fellow Travelers Phenomenon Present in Real-World Networks. 194-206 - François G. Meyer
The Fréchet Mean of Inhomogeneous Random Graphs. 207-219 - Sylvain Courtain
A Simple Extension of the Bag-of-Paths Model Weighting Path Lengths by a Poisson Distribution. 220-233 - Paolo Boldi, Flavio Furia, Sebastiano Vigna:
Spectral Rank Monotonicity on Undirected Networks. 234-246 - Liav Bachar, Aviad Elyashar, Rami Puzis:
Learning Centrality by Learning to Route. 247-259 - Dmitry Gromov, Elizaveta Evmenova:
On the Exponential Ranking and Its Linear Counterpart. 260-270 - Rohith Parjanya, Suman Kundu
FPPR: Fast Pessimistic PageRank for Dynamic Directed Graphs. 271-281
Community Structure
- Soroosh Shalileh
An Extension of K-Means for Least-Squares Community Detection in Feature-Rich Networks. 285-296 - Sophie Sadler, Derek Greene, Daniel Archambault:
Selecting Informative Features for Post-hoc Community Explanation. 297-308 - Juan Gancio
Community Detection by Resistance Distance: Automation and Benchmark Testing. 309-320 - Vincenza Carchiolo
Analysis of the Co-authorship Sub-networks of Italian Academic Researchers. 321-327 - Vladimir Ivashkin, Pavel Chebotarev:
Dissecting Graph Measure Performance for Node Clustering in LFR Parameter Space. 328-341 - Stephany Rajeh
Analyzing Community-Aware Centrality Measures Using the Linear Threshold Model. 342-353 - Pegah Hozhabrierdi
CoVerD: Community-Based Vertex Defense Against Crawling Adversaries. 354-366
Link Analysis and Ranking
- Marco Grassia
wsGAT: Weighted and Signed Graph Attention Networks for Link Prediction. 369-375 - Elizaveta Stavinova, Elizaveta Evmenova, Andrey Antonov, Petr Chunaev:
Link Predictability Classes in Complex Networks. 376-387 - Purushottam Kumar
Vertex Entropy Based Link Prediction in Unweighted and Weighted Complex Networks. 388-401
Network Models
- Tomoko Sakiyama
Population Dynamics and Its Instability in a Hawk-Dove Game on the Network. 405-410 - Gülay Canbaloglu, Jan Treur
Context-Sensitive Mental Model Aggregation in a Second-Order Adaptive Network Model for Organisational Learning. 411-423 - Hohyun Jung, Frederick Kin Hing Phoa, Mahsa Ashouri:
A Leading Author Model for the Popularity Effect on Scientific Collaboration. 424-437 - Jerry Scripps:
Factoring Small World Networks. 438-450 - Christopher Brissette, George M. Slota:
Limitations of Chung Lu Random Graph Generation. 451-462 - Sergei P. Sidorov
Surprising Behavior of the Average Degree for a Node's Neighbors in Growth Networks. 463-474 - Luka Jakovljevic, Dimitre Kostadinov, Armen Aghasaryan, Themis Palpanas:
Towards Building a Digital Twin of Complex System Using Causal Modelling. 475-486 - Yuki Yamagishi, Kazumi Saito, Kazuro Hirahara, Naonori Ueda:
Constructing Weighted Networks of Earthquakes with Multiple-parent Nodes Based on Correlation-Metric. 487-498
Motif Discovery in Complex Networks
- Soshi Naito, Takayasu Fushimi:
Motif-Role Extraction in Uncertain Graph Based on Efficient Ensembles. 501-513 - Mingshan Jia, Maité Van Alboom, Liesbet Goubert
Analysing Ego-Networks via Typed-Edge Graphlets: A Case Study of Chronic Pain Patients. 514-526 - Hung N. Do
Analyzing Escalations in Militarized Interstate Disputes Using Motifs in Temporal Networks. 527-538 - Guillaume Santini, Henry Soldano, Stella Zevio:
Experiments on F-Restricted Bi-pattern Mining. 539-550
Temporal Networks
- Riccardo Dondi, Mohammad Mehdi Hosseinzadeh:
Finding Colorful Paths in Temporal Graphs. 553-565 - Alessandro Chiappori, Rémy Cazabet
Quantitative Evaluation of Snapshot Graphs for the Analysis of Temporal Networks. 566-577 - Diego Baptista, Caterina De Bacco
Convergence Properties of Optimal Transport-Based Temporal Networks. 578-592 - Tanner Hilsabeck, Makan Arastuie, Kevin S. Xu:
A Hybrid Adjacency and Time-Based Data Structure for Analysis of Temporal Networks. 593-604
Modeling Human Behavior
- Brian Chang, Liufei Yang, Mattia Sensi
Markov Modulated Process to Model Human Mobility. 607-618 - Katarina Miletic, Oleksandra Mykhailova, Jan Treur
An Adaptive Mental Network Model for Reactions to Social Pain. 619-631 - Yutaro Usui, Fujio Toriumi, Toshiharu Sugawara
Impact of Monetary Rewards on Users' Behavior in Social Media. 632-643 - Zhihao Hu
Versatile Uncertainty Quantification of Contrastive Behaviors for Modeling Networked Anagram Games. 644-656 - Simon Alford, Anshula Gandhi, Akshay Rangamani, Andrzej Banburski, Tony Wang, Sylee Dandekar, John Chin, Tomaso A. Poggio, Peter Chin:
Neural-Guided, Bidirectional Program Search for Abstraction and Reasoning. 657-668 - Sanjukta Krishnagopal:
Success at High Peaks: A Multiscale Approach Combining Individual and Expedition-Wide Factors. 669-680 - Matthew Hancock, Nafisa Halim, Chris J. Kuhlman, Achla Marathe, Pallab Mozumder, S. S. Ravi, Anil Vullikanti:
Data-Driven Modeling of Evacuation Decision-Making in Extreme Weather Events. 681-692 - Kaloyan Danovski
Effects of Population Structure on the Evolution of Linguistic Convention. 693-704 - Camille Roth, Jonathan St-Onge
Quoting is not Citing: Disentangling Affiliation and Interaction on Twitter. 705-717
Network in Finance and Economics
- John Schoeneman, Marten Brienen:
The COVID-19 Pandemic and Export Disruptions in the United States. 721-731 - Lorena Poenaru-Olaru, Judith Redi, Arthur Hovanesyan, Huijuan Wang:
Default Prediction Using Network Based Features. 732-743 - Christian Esposito, Marco Gortan, Lorenzo Testa
Can You Always Reap What You Sow? Network and Functional Data Analysis of Venture Capital Investments in Health-Tech Companies. 744-755 - Ricardo Gimeno, Ruth Mateos de Cabo, Pilar Grau, Patricia Gabaldon:
Asymmetric Diffusion in a Complex Network: The Presence of Women on Boards. 756-767 - Daniel M. Mayerhoffer
Marginalisation and Misperception: Perceiving Gender and Racial Wage Gaps in Ego Networks. 768-779 - Jaime Oliver Huidobro, Alberto Antonioni, Francesca Lipari, Ignacio Tamarit:
A Networked Global Economy: The Role of Social Capital in Economic Growth. 780-791 - Francesco Maria De Collibus
The Role of Smart Contracts in the Transaction Networks of Four Key DeFi-Collateral Ethereum-Based Tokens. 792-804
Resilience, Synchronization and Control
- Bangxin Jiang, Jianquan Lu:
Synchronization of Complex Networks Subject to Impulses with Average Characteristics. 807-816 - Mahdi Moshiri
Retrieval of Redundant Hyperlinks After Attack Based on Hyperbolic Geometry of Web Complex Networks. 817-830 - Laura Greige, Peter Chin:
Deep Reinforcement Learning for FlipIt Security Game. 831-843 - Zhongqi Cai, Enrico H. Gerding, Markus Brede:
Accelerating Opponent Strategy Inference for Voting Dynamics on Complex Networks. 844-856 - Jisha Mariyam John, Divya Sindhu Lekha
Need for a Realistic Measure of Attack Severity in Centrality Based Node Attack Strategies. 857-866 - Po-An Chen, Ya-Wen Cheng, Yao-Wei Tseng:
Mixed Integer Programming and LP Rounding for Opinion Maximization on Directed Acyclic Graphs. 867-878
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