| Description |
1 online resource (729 pages) |
| Series |
Studies in Computational Intelligence ; v. 944 |
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Studies in computational intelligence ; v. 944.
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| Contents |
Structural Node Embedding in Signed Social Networks: Finding Online Misbehavior at Multiple Scales -- On the Impact of Communities on Semi-supervised Classication Using Graph Neural Networks -- Detecting Geographical Competitive Structure for POI Visit Dynamics -- Graph Convolutional Network with Time-based Mini-batch for Information Diusion 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 |
| 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 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 |
| Notes |
"This year's edition was initially to be hosted in Spain by Universidad Politécnica de Madrid. Unfortunately, the COVID-19 global health crisis forced us to organize the conference as a fully online event."-- Preface |
|
Includes author index |
| In |
Springer Nature eBook |
| Subject |
Computer networks -- Congresses
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System analysis -- Congresses
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Systems engineering -- Congresses
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Computer networks
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System analysis
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Systems engineering
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| Genre/Form |
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, Chantal
|
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Cherifi, Hocine.
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Moro, Esteban
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Rocha, Luis M. (Luis Mateus), 1966-
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Sales-Pardo, Marta
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| ISBN |
9783030653514 |
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303065351X |
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9783030653477 |
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3030653471 |
|
