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11th COMPLEX NETWORKS 2022: Palermo, Italy
- Hocine Cherifi, Rosario Nunzio Mantegna, Luis M. Rocha
, Chantal Cherifi, Salvatore Miccichè:
Complex Networks and Their Applications XI - Proceedings of The Eleventh International Conference on Complex Networks and Their Applications: COMPLEX NETWORKS 2022, Palermo, Italy, 8-10 November, 2022, Volume 1. Studies in Computational Intelligence 1077, Springer 2023, ISBN 978-3-031-21126-3
Information Spreading in Social Media
- Nicholas Rabb, Lenore Cowen:
Cognitive Cascades within Media Ecosystems: Simulating Fragmentation, Selective Exposure and Media Tactics to Investigate Polarization. 3-15 - Gaël Poux-Médard, Julien Velcin, Sabine Loudcher:
Properties of Reddit News Topical Interactions. 16-28 - Chiara Buongiovanni, Roswita Candusso, Giacomo Cerretini, Diego Febbe, Virginia Morini, Giulio Rossetti
Will You Take the Knee? Italian Twitter Echo Chambers' Genesis During EURO 2020. 29-40 - Franco Bagnoli
A Simple Model of Knowledge Scaffolding. 41-49 - Ari Decter-Frain, Vlad Barash:
Using Knowledge Graphs to Detect Partisanship in Online Political Discourse. 50-61 - Colin Klein, Marc Cheong, Marinus Ferreira
The wisdom_of_crowds: An Efficient, Philosophically-Validated, Social Epistemological Network Profiling Toolkit. 62-73 - Antoine Vendeville, Anastasios Giovanidis, Effrosyni Papanastasiou, Benjamin Guedj
Opening up Echo Chambers via Optimal Content Recommendation. 74-85 - Valentina Pansanella, Virginia Morini, Tiziano Squartini, Giulio Rossetti
Change My Mind: Data Driven Estimate of Open-Mindedness from Political Discussions. 86-97 - Diego F. M. Oliveira, Kevin S. Chan, Peter J. Mucha:
The Effects of Message Sorting in the Diffusion of Information in Online Social Media. 98-107 - Diaoulé Diallo, Tobias Hecking:
Gradual Network Sparsification and Georeferencing for Location-Aware Event Detection in Microblogging Services. 108-120 - Victor Chomel, Maziyar Panahi, David Chavalarias:
Manipulation During the French Presidential Campaign: Coordinated Inauthentic Behaviors and Astroturfing Analysis on Text and Images. 121-134
Modeling Human Behavior
- Ismo T. Koponen
Lexical Networks Constructed to Correspond to Students' Short Written Responses: A Quantum Semantic Approach. 137-149 - Andrea Failla
Attributed Stream-Hypernetwork Analysis: Homophilic Behaviors in Pairwise and Group Political Discussions on Reddit. 150-161 - Stefania Ionescu, Nicolò Pagan, Anikó Hannák:
Individual Fairness for Social Media Influencers. 162-175 - Pedro Ramaciotti Morales:
Multidimensional Online American Politics: Mining Emergent Social Cleavages in Social Graphs. 176-189 - Annamaria Ficara
Classical and Quantum Random Walks to Identify Leaders in Criminal Networks. 190-201 - Dániel Ficzere, Gergely Hollósi, Attila Frankó, András Gulyás:
Random Walk for Generalization in Goal-Directed Human Navigation on Wikipedia. 202-213 - Jennifer M. Larson, Pedro L. Rodriguez:
Sometimes Less Is More: When Aggregating Networks Masks Effects. 214-223 - Natalie Samhan, Jan Treur
An Adaptive Network Model Simulating the Effects of Different Culture Types and Leader Qualities on Mistake Handling and Organisational Learning. 224-238
Biological Networks
- Riccardo Tarantino, Greta Panunzi, Valentino Romano:
Modeling of Hardy-Weinberg Equilibrium Using Dynamic Random Networks in an ABM Framework. 241-250 - Ilaria Cosentini
COMBO: A Computational Framework to Analyze RNA-seq and Methylation Data Through Heterogeneous Multi-layer Networks. 251-264 - Nicolás López-Rozo, Miguel Romero, Jorge Finke, Camilo Rocha:
A Network-based Approach for Inferring Thresholds in Co-expression Networks. 265-276 - Camila Riccio, Jorge Finke, Camilo Rocha:
Building Differential Co-expression Networks with Variable Selection and Regularization. 277-288 - Vytenis Sliogeris, Leandros Maglaras
Inferring Probabilistic Boolean Networks from Steady-State Gene Data Samples. 289-300 - Laura Sparacino, Yuri Antonacci
Quantifying High-Order Interactions in Complex Physiological Networks: A Frequency-Specific Approach. 301-309 - Francesco Zito
A Novel Reverse Engineering Approach for Gene Regulatory Networks. 310-321 - Nicolás López-Rozo, Jorge Finke, Camilo Rocha:
Using the Duplication-Divergence Network Model to Predict Protein-Protein Interactions. 322-334
Machine Learning and Networks
- Shu Liu
SignedS2V: Structural Embedding Method for Signed Networks. 337-349 - Nikolaos Nakis, Abdulkadir Çelikkanat
HM-LDM: A Hybrid-Membership Latent Distance Model. 350-363 - Eoghan Cunningham, Derek Greene:
The Structure of Interdisciplinary Science: Uncovering and Explaining Roles in Citation Graphs. 364-376 - Ameer Ghouse, Gaetano Valenza
Inferring Parsimonious Coupling Statistics in Nonlinear Dynamics with Variational Gaussian Processes. 377-389 - Shinya Ueno, Osamu Sakai:
Detection of Sparsity in Multidimensional Data Using Network Degree Distribution and Improved Supervised Learning with Correction of Data Weighting. 390-401 - George Kefalas, Dimitrios Vogiatzis:
Network Structure Versus Chemical Information in Drug-Drug Interaction Prediction. 402-414 - A. Arciprete, Vincenza Carchiolo, D. Chiavetta, Marco Grassia
Geometric Deep Learning Graph Pruning to Speed-Up the Run-Time of Maximum Clique Enumerarion Algorithms. 415-425 - Lin Zhao, Arijit Khan
Graph Mining and Machine Learning for Shader Codes Analysis to Accelerate GPU Tuning. 426-439
Networks in Finance and Economics
- Natkamon Tovanich, Rémy Cazabet
Pattern Analysis of Money Flows in the Bitcoin Blockchain. 443-455 - Mayank Kejriwal, Yuesheng Luo:
On the Empirical Association Between Trade Network Complexity and Global Gross Domestic Product. 456-466 - Wenhui Liu, Guoqiang Liang, Lizhi Xing:
Measuring the Stability of Technical Cooperation Network Based on the Nested Structure Theory. 467-477 - Dmitriy Prusskiy, Anton Kovantsev, Petr Chunaev:
Dynamic Transition Graph for Estimating the Predictability of Financial and Economical Processes. 478-489 - Vu Phuong Hoang, Carlo Piccardi, Lucia Tajoli:
A Network Analysis of World Trade Structural Changes (1996-2019). 490-501 - Hanin Alhaddad, Seyyedmilad Talebzadehhosseini, Ivan Garibay
Green Sector Space: The Evolution and Capabilities Spillover of Economic Green Sectors in the United States. 502-513 - Christian Bongiorno, Damien Challet:
Statistical Inference of Lead-Lag Between Asynchronous Time Series from P-Values of Transfer Entropy at Various Timescales. 514-525
Networks and Mobility
- Athanasios Kopsidas
Extracting Metro Passenger Flow Predictors from Network's Complex Characteristics. 529-540 - Marco Cogoni, Giovanni Busonera, Francesco Versaci:
Estimating Peak-Hour Urban Traffic Congestion. 541-552 - Michael Logan, Allison E. Goodwell:
Adaptive Routing Potential in Road Networks. 553-562
Diffusion and Epidemics
- Hiroki Sayama:
Detecting Global Community Structure in a COVID-19 Activity Correlation Network. 565-575 - Marzena Fügenschuh, Feng Fu
Overcoming Vaccine Hesitancy by Multiplex Social Network Targeting. 576-587 - Hawraa Zein, Ali Yassin, Stephany Rajeh
Community-Aware Centrality Measures Under the Independent Cascade Model. 588-599 - L. L. Lima, Allbens Picardi Faria Atman:
Paths for Emergence of Superspreaders in Dengue Fever Spreading Network. 600-609
Multilayer Networks
- Olexandr Polishchuk:
Structural Cores and Problems of Vulnerability of Partially Overlapped Multilayer Networks. 613-624 - Corentin Larroche:
Multilayer Block Models for Exploratory Analysis of Computer Event Logs. 625-637 - Daiki Suzuki, Sho Tsugawa:
On the Effectiveness of Using Link Weights and Link Direction for Community Detection in Multilayer Networks. 638-649
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