Complex networks & their applications IX. Volume 2,. Proceedings of the ninth international conference on complex networks and their applications complex networks 2020 /
Rosa M. Benito [and five others] editors.
Bok Engelsk 2021 · Electronic books.
| Medvirkende | Benito, Rosa M., (editor.)
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| Omfang | 1 online resource (XXVIII, 715 p. 216 illus., 183 illus. in color.)
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| Utgave | 1st ed. 2021.
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| Opplysninger | Structural Node Embedding in Signed Social Networks: Finding Online Misbehavior at Multiple Scales -- On the Impact of Communities on Semi-supervised Classification Using Graph Neural Networks -- Detecting Geographical Competitive Structure for POI Visit Dynamics -- Graph Convolutional Network with Time-based Mini-batch for Information Diffusion Prediction -- Experimental Evaluation of Train and Test Split Strategies in Link Prediction -- Incorporating Domain Knowledge into Health Recommender Systems using Hyperbolic Embeddings -- Graph-based Topic Extraction from Vector Embeddings of Text Documents: Application to a Corpus of News Articles -- Topological Analysis of Synthetic Models for Air Transportation Multilayer Networks -- Self-Modeling Networks Using Adaptive Internal Mental Models for Cognitive Analysis and Support Processes -- Extending DeGroot Opinion Formation for Signed Graphs and Minimising Polarization -- Applying Fairness Constraints on Graph Node Ranks Under Personalization Bias.. - 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 IX International Conference on Complex Networks and their Applications (COMPLEX NETWORKS 2020). 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. .
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| Emner | |
| Sjanger | |
| Dewey | |
| ISBN | 3-030-65351-X
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