Complex Networks and Their Applications XI Proceedings of The Eleventh International Conference on Complex Networks and Their Applications: COMPLEX NETWORKS 2022 — Volume 1
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 and a multitude of applications. It presents the peer-reviewed proceedings of the XI International Conference on...
| Other Authors: | , , , |
|---|---|
| Format: | eBook |
| Language: | English |
| Published: |
Cham
Springer International Publishing
2023, 2023
|
| Edition: | 1st ed. 2023 |
| Series: | Studies in Computational Intelligence
|
| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- Part I: Information Spreading in Social Media
- Cognitive Cascades within Media Ecosystems: Simulating Fragmentation, Selective Exposure and Media Tactics to Investigate Polarization
- Properties of Reddit News Topical Interactions
- Will You Take the Knee? Italian Twitter Echo Chambers’ Genesis during EURO 2020
- A simple model of knowledge scaffolding
- Using knowledge graphs to detect partisanship in online political discourse
- The wisdom_of_crowds: an efficient, philosophically-validated, social epistemological network profiling toolkit
- Opening up echo chambers via optimal content recommendation
- Change my Mind: Data Driven Estimate of Open-Mindedness from Political Discussions
- The effects of message sorting in the diffusion of information in online social media
- Gradual Network Sparsification and Georeferencing for Location-Aware Event Detection in Microblogging Services
- Inferring Parsimonious Coupling Statistics in Nonlinear Dynamics with Variational Gaussian Processes
- Detection of Sparsity in Multidimensional Data Using Network Degree Distributionand Improved Supervised Learning with Correction of Data Weighting
- Network Structure vs Chemical Information in Drug-Drug Interaction Prediction
- Geometric Deep Learning graph pruning to speed-up the run-time of Maximum Clique Enumerarion algorithms
- Graph Mining and Machine Learning for Shader Codes Analysis to Accelerate GPU Tuning
- Part V: Networks in Finance and Economics
- Pattern Analysis of Money Flows in the Bitcoin Blockchain
- On the Empirical Association between Trade Network Complexity and Global Gross Domestic Product
- Measuring the Stability of Technical Cooperation Network Based on the Nested Structure Theory
- Dynamic transition graph for estimating the predictability of financial and economical processes
- A network analysis of world trade structural changes (1996-2019)
- Modeling of Hardy-Weinberg Equilibrium using dynamic random networks in an ABM framework
- IntegrOmics: A computational Framework to analyze RNA-Seq and Methylation data through heterogeneous multi-layer networks
- A Network-based Approach for Inferring Thresholds in Co-expression Networks
- Building Differential Co-expression Networks with Variable Selection and Regularization
- Inferring probabilistic Boolean networks from steady-state gene data samples
- Quantifying High-Order Interactions in Complex Physiological Networks: a frequency-specific approach
- A Novel Reverse Engineering Approach for Gene Regulatory Networks
- Using the Duplication-Divergence Network Model to Predict Protein-Protein Interactions
- Part IV: Machine Learning and Networks
- SignedS2V: structural embedding method for signed networks
- HM-LDM: A Hybrid-Membership Latent Distance Model
- The Structure of Interdisciplinary Science: Uncovering and Explaining Roles in Citation Graphs
- Green Sector Space: The evolution and capabilities spillover of economic green sectors in the United States
- Statistical inference of lead-lag between asynchronous time series from p-values oftransfer entropy at various timescales
- Part VI: Networks and Mobility
- Extracting Metro Passenger Flow Predictors from Network’s Complex Characteristics
- Estimating Peak-Hour Urban Traffic Congestion
- Adaptive Routing Potential in Road Networks
- Part VII: Diffusion and Epidemics
- Detecting Global Community Structure in a COVID-19 Activity Correlation Network
- Overcoming vaccine hesitancy by multiplex social network targeting
- Analyzing Community-aware Centrality Measures Using The Independent Cascade Model
- Paths for emergence of superspreaders in dengue fever spreading network
- Part VIII: Multilayer Networks
- Structural Cores and Problems of Vulnerability of Partially Overlapped Multilayer Networks
- Manipulation during the French presidential campaign : Coordinated inauthentic behaviors and astroturfing analysis on text and images
- Part II: Modeling Human Behavior
- Lexical networks constructed to correspond students’ short written responses: A quantum semantic approach
- Attributed Stream-Hypernetwork analysis: Homophilic Behaviors in Pairwise and Group Political Discussions on Reddit
- Individual Fairness for Social Media Influencers
- Multidimensional online American politics: Mining emergent social cleavages in social graphs
- Classical and quantum random walks to identify leaders in criminal networks
- Random walk for generalization in goal-directed human navigation on Wikipedia
- Sometimes Less is More: When Aggregating Networks Masks Effects
- An Adaptive Network Model Simulating the Effects of Different Culture Types and Leader Qualities on Mistake Handling and Organisational Learning
- Part III: Biological Networks
- Multilayer Block Models for Exploratory Analysis of Computer Event Logs
- On the Effectiveness of Using Link Weights and Link Direction for Community Detection in Multilayer Networks