Complex Networks and Their Applications XI : Proceedings of The Eleventh International Conference on Complex Networks and their Applications: COMPLEX NETWORKS 2022 — Volume 2 / edited by Hocine Cherifi, Rosario Nunzio Mantegna, Luis M. Rocha, Chantal Cherifi, Salvatore Micciche.

Format:

Book

Contributor:

Cherifi, Hocine, editor.

Series:

Studies in Computational Intelligence, 1860-9503 ; 1078

Language:

English

Subjects (All):

Dynamics.

Nonlinear theories.

Computational intelligence.

Applied Dynamical Systems.

Computational Intelligence.

Local Subjects:

Applied Dynamical Systems.

Computational Intelligence.

Physical Description:

1 online resource (674 pages)

Edition:

1st ed. 2023.

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2023.

Summary:

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 Complex Networks and their Applications (COMPLEX NETWORKS 2022). The carefully selected papers cover a wide range of theoretical topics such as network models and measures; community structure, network dynamics; diffusion, epidemics and spreading processes; resilience and control as well as all the main network applications, including social and political networks; networks in finance and economics; biological and neuroscience networks and technological networks.

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

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

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

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

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

Drug Trafficking in Relation to Global Shipping Network.

Notes:

Includes bibliographical references.

Other Format:

Print version: Cherifi, Hocine Complex Networks and Their Applications XI

ISBN:

3-031-21131-6