| Description |
1 online resource (xxv, 686 pages) : illustrations (some colour) |
| Series |
Studies in computational intelligence, 1860-9503 ; v. 1078 |
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Studies in computational intelligence ; v. 1078. 1860-9503
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| 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 Random Graph 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 |
| 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 |
| Notes |
Online resource; title from PDF title page (SpringerLink, viewed January 31, 2023) |
| Subject |
Computer networks -- Congresses
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Systems engineering -- Congresses
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Computer networks
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Systems engineering
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| Genre/Form |
Electronic books
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proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Cherifi, Hocine. editor.
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Mantegna, Rosario N. (Rosario Nunzio), 1960- editor.
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Rocha, Luis M. (Luis Mateus), 1966- editor.
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Cherifi, Chantal. editor
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Miccichè, S. (Salvatore), editor.
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| ISBN |
9783031211317 |
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3031211316 |
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