Complex Networks and Their Applications XI Proceedings of The Eleventh International Conference on Complex Networks and their Applications: COMPLEX NETWORKS 2022 — Volume 2
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 C...
| Other Authors: | , , , |
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| Format: | eBook |
| Language: | English |
| Published: |
Cham
Springer International Publishing
2023, 2023
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| Edition: | 1st ed. 2023 |
| Series: | Studies in Computational Intelligence
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| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- Part I: Network Models
- Modularity of the ABCD Random Graph Model with Community Structure
- Learning Attribute Distributions Through Random Walks
- A More Powerful Heuristic for Balancing An Unbalanced Graph
- DC-RST: A Parallel Algorithm for Random Spanning Trees in Network Analytics
- A stochastic approach for extracting community-based backbones
- Correcting Output Distributions in Chung-Lu Random Graph Generation
- After We Fight I Like You More: A Controlled Adaptive Network Model for the Effects of Interpersonal Synchrony Transitions on Affiliation
- Uniformly Scattering Neighboring Nodes of an Ego-centric Network on a Spherical Surface for Better Network Visualization
- The Hyperbolic Geometric Block Model and Networks with Latent and Explicit Geometries
- A Biased Random Walk Scale-Free Network Growth Model with tunable Clustering
- The distance backbone of directed networks
- Part II: Community Structure
- Structure of Core-Periphery Communities
- Analyzing Configuration Transitions Associated with Higher-Order Link Occurrences in Networks of Cooking Ingredients
- Role of network topology in between-community beta diversity on river networks
- Can you hear the position of nodes?
- Memory Based Temporal Network Prediction
- Drug Trafficking in Relation to Global Shipping Network
- Understanding the Inter-Enterprise Competitive Relationship based on the Link Prediction Method: Experience from Z-Park
- Analyzing Configuration Transitions Associated with Higher-Order Link Occurrences in Networks of Cooking Ingredients
- Role of network topology in between-community beta diversity on river networks
- Can you hear the position of nodes?
- Memory Based Temporal Network Prediction
- Drug Trafficking in Relation to Global Shipping Network
- Understanding sectoral integration in energy systems through complex network analysis
- An analysis of Bitcoin dust through authenticated queries
- Optimal bond percolation in networks by a fast-decycling framework
- Part VI: Motif Discovery in Complex Networks
- Integrating Temporal Graphs via Dual Networks: Dense
- Graph Discovery
- Exploring and mining attributed sequences of interactions
- Air transport network: A comparison of statistical backbone filtering techniques
- Towards the Concept of Spatial Network Motifs
- Improving the characterization and comparison of football players with spatial flow motifs
- Part VII: Dynamics on/of Networks
- Bayesian Approach to Uncertainty Visualization of Heterogeneous Behaviors in Modeling Networked Anagram Games
- Understanding the Inter-Enterprise Competitive Relationship based on the Link Prediction Method: Experience from Z-Park
- Node Classification Based on Non-symmetric Dependencies and Graph Neural Networks
- Mean Hitting Time of Q-subdivision Complex Networks
- Delta density: comparison of different sized networks irrespective of their size
- Part IV: Resilence and Robustness of Networks
- Robustness of Network Controllability with respect to Node Removals
- Optimal network robustness in continuously changing degree distributions
- Investments in Robustness of Complex Systems: Algorithm Design
- Incremental computation of effective graph resistance for improving robustness of complex networks: a comparative study
- Analysis on the effects of graph perturbations on centrality metrics
- Robustness of Preferential-Attachment Graphs: Shifting the Baseline
- The vertex-edge separator transformation problem in network dismantling
- Part V: Network Analysis
- Gig economy and social network analysis: topology of inferred network
- Outliers in the ABCD RandomGraph Model with Community Structure (ABCD+o)
- Influence-based Community Deception
- AutoGF: Runtime Graph Filter Tuning for Community Node Ranking
- Dynamic Local Community Detection with Anchors
- Community Detection Supported by Node Embeddings (Searching For a Suitable Method)
- Modeling Node Exposure for Community Detection in Networks
- Community Detection for Temporal Weighted Bipartite Networks
- Robustness and sensitivity of network-based topic detection
- Community Detection using Moore-Shannon Network Reliability: Application to Food Networks
- Part III: Structural Network Measures
- Winner does not take all: contrasting centrality in adversarial networks
- Reconstructing degree distribution and triangle counts from edge-sampled graphs
- Generalizing Homophily to Simplicial Complexes
- Statistical network similarity
- Intersection of random spanning trees in small-world networks