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ORCIDCOMPLEX NETWORKS 2019: Lisbon, Portugal
- Hocine Cherifi, Sabrina Gaito, José Fernendo Mendes, Esteban Moro, Luis Mateus Rocha
:
Complex Networks and Their Applications VIII - Volume 1 Proceedings of the Eighth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2019, Lisbon, Portugal, December 10-12, 2019. Studies in Computational Intelligence 881, Springer 2020, ISBN 978-3-030-36686-5
Link Analysis and Ranking
- Emmanouil Krasanakis, Symeon Papadopoulos, Yiannis Kompatsiaris:
LinkAUC: Unsupervised Evaluation of Multiple Network Node Ranks Using Link Prediction. 3-14 - Paul Horn, Lauren M. Nelsen:
A Gradient Estimate for PageRank. 15-26 - Sumit Bhatia, Bapi Chatterjee, Deepak Nathani, Manohar Kaul:
A Persistent Homology Perspective to the Link Prediction Problem. 27-39 - Christoph Martin, Peter Niemeyer:
The Role of Network Size for the Robustness of Centrality Measures. 40-51 - Cetin Savkli, Catherine Schwartz, Amanda Galante, Jonathan Cohen:
Novel Edge and Density Metrics for Link Cohesion. 52-63 - Takayasu Fushimi, Seiya Okubo, Kazumi Saito:
Facility Location Problem on Network Based on Group Centrality Measure Considering Cooperation and Competition. 64-76 - David Aparício, Pedro Ribeiro, Fernando Silva, Jorge M. B. Silva:
Finding Dominant Nodes Using Graphlets. 77-89 - Nicolò Ruggeri, Caterina De Bacco:
Sampling on Networks: Estimating Eigenvector Centrality on Incomplete Networks. 90-101
Community Structure
- Jerry Scripps, Christian Trefftz, Gregory Wolffe, Roger Ferguson, Xiang Cao:
Repel Communities and Multipartite Networks. 105-115 - Sean Gonzales, Theresa Migler:
The Densest k Subgraph Problem in b-Outerplanar Graphs. 116-127 - Yu Wang, Bortik Bandyopadhyay, Vedang Patel, Aniket Chakrabarti, David Sivakoff, Srinivasan Parthasarathy:
Spread Sampling and Its Applications on Graphs. 128-140 - Salvatore Citraro, Giulio Rossetti:
Eva: Attribute-Aware Network Segmentation. 141-151 - Giulio Rossetti:
Exorcising the Demon: Angel, Efficient Node-Centric Community Discovery. 152-163 - Arya D. McCarthy, Tongfei Chen, Rachel Rudinger, David W. Matula:
Metrics Matter in Community Detection. 164-175 - Arya D. McCarthy, Tongfei Chen, Seth Ebner:
An Exact No Free Lunch Theorem for Community Detection. 176-187 - Rinat Aynulin:
Impact of Network Topology on Efficiency of Proximity Measures for Community Detection. 188-197 - Mário Cordeiro, Rui Portocarrero Sarmento, Pavel Brazdil, Masahiro Kimura, João Gama:
Identifying, Ranking and Tracking Community Leaders in Evolving Social Networks. 198-210 - Peter Wills, François G. Meyer:
Change Point Detection in a Dynamic Stochastic Blockmodel. 211-222 - Vesa Kuikka:
A General Method for Detecting Community Structures in Complex Networks. 223-237 - Yanran Mi, Yanxi Zhou, Liangyu Chen:
A New Metric for Package Cohesion Measurement Based on Complex Network. 238-249 - Tai-Chi Wang, Frederick Kin Hing Phoa:
A Generalized Framework for Detecting Social Network Communities by the Scanning Method. 250-261 - Vinícius da Fonseca Vieira, Carolina R. Xavier, Alexandre G. Evsukoff:
Comparing the Community Structure Identified by Overlapping Methods. 262-273 - Eugénio Ribeiro, Andreia Sofia Teixeira, Ricardo Ribeiro, David Martins de Matos:
Semantic Frame Induction as a Community Detection Problem. 274-285 - Tarun Kumar, Sankaran Vaidyanathan, Harini Ananthapadmanabhan, Srinivasan Parthasarathy, Balaraman Ravindran:
A New Measure of Modularity in Hypergraphs: Theoretical Insights and Implications for Effective Clustering. 286-297
Diffusion and Epidemics
- Tomer Tuchner, Gail Gilboa-Freedman:
Crying "Wolf" in a Network Structure: The Influence of Node-Generated Signals. 301-312 - Christopher Siu, Theresa Migler:
Vaccination Strategies on a Robust Contact Network. 313-324 - Danica Vukadinovic Greetham, Nathaniel Charlton, Anush Poghosyan:
Total Positive Influence Domination on Weighted Networks. 325-336 - Zhuo Chen, Xinyue Ye:
Modelling Spatial Information Diffusion. 337-348 - Gerrit Großmann, Luca Bortolussi, Verena Wolf:
Rejection-Based Simulation of Non-Markovian Agents on Complex Networks. 349-361 - Letizia Milli, Giulio Rossetti:
Community-Aware Content Diffusion: Embeddednes and Permeability. 362-371 - Philipe de Freitas Melo, Carolina Coimbra Vieira, Kiran Garimella, Pedro O. S. Vaz de Melo, Fabrício Benevenuto:
Can WhatsApp Counter Misinformation by Limiting Message Forwarding? 372-384 - Klemens Köstler, Rommy Gobardhan, Alberto Ceria, Huijuan Wang:
Modeling Airport Congestion Contagion by SIS Epidemic Spreading on Airline Networks. 385-398 - Pedro C. Souto, Luísa V. Silva, Diego Costa Pinto, Francisco C. Santos:
A Population Dynamics Approach to Viral Marketing. 399-411 - Md Arquam, Anurag Singh, Hocine Cherifi:
Integrating Environmental Temperature Conditions into the SIR Model for Vector-Borne Diseases. 412-424 - Valeria Fionda, Gianluigi Greco:
Opinion Diffusion in Competitive Environments: Relating Coverage and Speed of Diffusion. 425-435 - Stefano Guarino, Noemi Trino, Alessandro Chessa, Gianni Riotta:
Beyond Fact-Checking: Network Analysis Tools for Monitoring Disinformation in Social Media. 436-447 - Xiu-Xiu Zhan, Alan Hanjalic, Huijuan Wang:
Suppressing Information Diffusion via Link Blocking in Temporal Networks. 448-458 - Alon Sela, Orit Cohen-Milo, Eugene Kagan, Moti Zwilling, Irad Ben-Gal:
Using Connected Accounts to Enhance Information Spread in Social Networks. 459-468 - Prathyush Sambaturu, Anil Vullikanti:
Designing Robust Interventions to Control Epidemic Outbreaks. 469-480
Dynamics on/of Networks
- Ye Ye, Xiao-Rong Hang, Lin Liu, Lu Wang, Nenggang Xie:
The Impact of Network Degree Correlation on Parrondo's Paradox. 483-494 - Yutaro Miura, Fujio Toriumi, Toshiharu Sugawara:
Analysis of Diversity and Dynamics in Co-evolution of Cooperation in Social Networking Services. 495-506 - Marcelo do Vale Cunha, Carlos César Ribeiro Santos, Marcelo Albano Moret, Hernane Borges de Barros Pereira:
Shannon Entropy in Time-Varying Clique Networks. 507-518 - Nafisa Halim, Chris J. Kuhlman, Achla Marathe, Pallab Mozumder, Anil Vullikanti:
Two-Mode Threshold Graph Dynamical Systems for Modeling Evacuation Decision-Making During Disaster Events. 519-531 - Miguel Romero, Camilo Rocha, Jorge Finke:
Spectral Evolution of Twitter Mention Networks. 532-542
Network Models
- Louis Duvivier, Céline Robardet, Rémy Cazabet:
Minimum Entropy Stochastic Block Models Neglect Edge Distribution Heterogeneity. 545-555 - Victor Dmitriev, Andrey V. Dmitriev, Svetlana V. Maltseva, Stepan Balybin:
Three-Parameter Kinetics of Self-organized Criticality on Twitter. 556-565 - Veronica Tozzo, Annalisa Barla:
Multi-parameters Model Selection for Network Inference. 566-577 - Nicolas Bloyet, Pierre-François Marteau, Emmanuel Frénod:
Scott: A Method for Representing Graphs as Rooted Trees for Graph Canonization. 578-590 - Konstantin Avrachenkov, Andrei Bobu:
Cliques in High-Dimensional Random Geometric Graphs. 591-600 - Galen J. Wilkerson, Sotiris Moschoyiannis:
Universal Boolean Logic in Cascading Networks. 601-611 - Juan Romero, Jorge Finke, Andrés Salazar:
Fitness-Weighted Preferential Attachment with Varying Number of New Connections. 612-620 - Vikram Ravindra, Huda Nassar, David F. Gleich, Ananth Grama:
Rigid Graph Alignment. 621-632 - Juan Campos, Jorge Finke:
Detecting Hotspots on Networks. 633-644
Political Networks
- Maximilian Schiedermeier, Omar Hasan, Lionel Brunie, Tobias René Mayer, Harald Kosch:
A Transparent Referendum Protocol with Immutable Proceedings and Verifiable Outcome for Trustless Networks. 647-658 - Iraklis Moutidis, Hywel T. P. Williams:
Utilizing Complex Networks for Event Detection in Heterogeneous High-Volume News Streams. 659-672 - Nikita Golubev, Alina V. Vladimirova:
Drawing Networks of Political Leaders: Global Affairs in The Economist's KAL's Cartoons. 673-681 - Guillermo Romero Moreno, Long Tran-Thanh, Markus Brede:
Shielding and Shadowing: A Tale of Two Strategies for Opinion Control in the Voting Dynamics. 682-693
Resilience and Control
- Mikolaj Morzy, Tomi Wójtowicz:
Stable and Uniform Resource Allocation Strategies for Network Processes Using Vertex Energy Gradients. 697-708 - Yucheng Hao, Limin Jia, Yanhui Wang:
Cascading Failures in Weighted Networks with the Harmonic Closeness. 709-720 - Georgios Papagiannis, Sotiris Moschoyiannis:
Learning to Control Random Boolean Networks: A Deep Reinforcement Learning Approach. 721-734 - Clara Pizzuti, Annalisa Socievole, Piet Van Mieghem:
Comparative Network Robustness Evaluation of Link Attacks. 735-746 - Mira Anita Partha, Colin V. Ponce:
MAC: Multilevel Autonomous Clustering for Topologically Distributed Anomaly Detection. 747-760 - Qingnan Rong, Jun Zhang, Xiaoqian Sun, Sebastian Wandelt:
Network Strengthening Against Malicious Attacks. 761-772 - Richard J. La:
Identifying Vulnerable Nodes to Cascading Failures: Optimization-Based Approach. 773-782 - Xiao-Long Ren, Nino Antulov-Fantulin:
Ensemble Approach for Generalized Network Dismantling. 783-793
Machine Learning and Networks
- Nasrullah Sheikh, Zekarias T. Kefato, Alberto Montresor:
A Simple Approach to Attributed Graph Embedding via Enhanced Autoencoder. 797-809 - Changmin Wu, Giannis Nikolentzos, Michalis Vazirgiannis:
Matching Node Embeddings Using Valid Assignment Kernels. 810-821 - John Anthony Bowllan, Kailey Nobuko Cozart, Seyed Mohammad Mahdi Seyednezhad, Anthony O. Smith, Ronaldo Menezes:
Short Text Tagging Using Nested Stochastic Block Model: A Yelp Case Study. 822-833 - Shumpei Kikuta, Fujio Toriumi, Mao Nishiguchi, Tomoki Fukuma, Takanori Nishida, Shohei Usui:
Domain-Invariant Latent Representation Discovers Roles. 834-844 - María Óskarsdóttir, Sander Cornette, Floris Deseure, Bart Baesens:
Inductive Representation Learning on Feature Rich Complex Networks for Churn Prediction in Telco. 845-853 - Danila A. Vaganov, Alexander Kalinin, Klavdiya Bochenina:
On Inferring Monthly Expenses of Social Media Users: Towards Data and Approaches. 854-865 - Md. Khaledur Rahman, Ariful Azad:
Evaluating the Community Structures from Network Images Using Neural Networks. 866-878 - Jing Liu, Fei Gao, Jiang Zhang:
Gumbel-Softmax Optimization: A Simple General Framework for Combinatorial Optimization Problems on Graphs. 879-890 - Mounir Haddad, Cécile Bothorel, Philippe Lenca, Dominique Bedart:
TemporalNode2vec: Temporal Node Embedding in Temporal Networks. 891-902 - Peter Morales, Rajmonda Sulo Caceres, Tina Eliassi-Rad:
Deep Reinforcement Learning for Task-Driven Discovery of Incomplete Networks. 903-914 - Ikenna Oluigbo, Mohammed Haddad, Hamida Seba:
Evaluating Network Embedding Models for Machine Learning Tasks. 915-927 - Marzieh Mozafari, Reza Farahbakhsh, Noël Crespi:
A BERT-Based Transfer Learning Approach for Hate Speech Detection in Online Social Media. 928-940
Network Geometry
- Emil Saucan, Areejit Samal, Jürgen Jost:
A Simple Differential Geometry for Networks and Its Generalizations. 943-954 - Bipul Islam, Ji Liu, Romeil Sandhu:
Characterizing Distances of Networks on the Tensor Manifold. 955-964 - Konstantin Avrachenkov, Laura Cottatellucci, Mounia Hamidouche:
Eigenvalues and Spectral Dimension of Random Geometric Graphs in Thermodynamic Regime. 965-975
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