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...

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Detalles Bibliográficos
Autor Corporativo: SpringerLink (Online service)
Outros autores: Cherifi, Hocine (Editor), Mantegna, Rosario Nunzio (Editor), Rocha, Luis M. (Editor), Cherifi, Chantal (Editor), Micciche, Salvatore (Editor)
Formato: Electrónico eBook
Idioma:inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2023.
Edición:1st ed. 2023.
Series:Studies in Computational Intelligence, 1078
Subjects:
Acceso en liña:https://doi.org/10.1007/978-3-031-21131-7
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245 1 0 |a Complex Networks and Their Applications XI  |h [electronic resource] :  |b Proceedings of The Eleventh International Conference on Complex Networks and their Applications: COMPLEX NETWORKS 2022 — Volume 2 /  |c edited by Hocine Cherifi, Rosario Nunzio Mantegna, Luis M. Rocha, Chantal Cherifi, Salvatore Micciche. 
250 |a 1st ed. 2023. 
264 1 |a Cham :  |b Springer International Publishing :  |b Imprint: Springer,  |c 2023. 
300 |a 1 online resource (XXV, 686 p. 214 illus.).  |b 179 illus. in color. 
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490 1 |a Studies in Computational Intelligence,  |x 1860-9503 ;  |v 1078 
505 0 |a 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 -- 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. 
520 |a 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. 
588 |a Print version record. 
650 0 |a Dynamics. 
650 0 |a Nonlinear theories. 
650 0 |a Computational intelligence. 
650 1 4 |a Applied Dynamical Systems. 
650 2 4 |a Computational Intelligence. 
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700 1 |a Rocha, Luis M.  |e editor.  |4 edt  |4 http://id.loc.gov/vocabulary/relators/edt 
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