Complex Networks & Their Applications IX
Volume 2, Proceedings of the Ninth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2020
Editors: Benito, R.M., Cherifi, C., Cherifi, H., Moro, E., Rocha, L.M., Sales-Pardo, M. (Eds.)
Free Preview- Presents the latest research on complex networks and their applications
- Gathers the edited proceedings of the Ninth International Conference on Complex Networks and their Applications (COMPLEX NETWORKS 2020), which was held in Madrid, Spain, on December 1–3, 2020
- Offers state-of-the-art research on complex networks, including various research directions
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- About this book
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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.
- Table of contents (56 chapters)
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Structural Node Embedding in Signed Social Networks: Finding Online Misbehavior at Multiple Scales
Pages 3-14
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On the Impact of Communities on Semi-supervised Classification Using Graph Neural Networks
Pages 15-26
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Detecting Geographical Competitive Structure for POI Visit Dynamics
Pages 27-38
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Consensus Embeddings for Networks with Multiple Versions
Pages 39-52
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Graph Convolutional Network with Time-Based Mini-Batch for Information Diffusion Prediction
Pages 53-65
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Table of contents (56 chapters)
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Bibliographic Information
- Bibliographic Information
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- Book Title
- Complex Networks & Their Applications IX
- Book Subtitle
- Volume 2, Proceedings of the Ninth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2020
- Editors
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- Rosa M. Benito
- Chantal Cherifi
- Hocine Cherifi
- Esteban Moro
- Luis Mateus Rocha
- Marta Sales-Pardo
- Series Title
- Studies in Computational Intelligence
- Series Volume
- 944
- Copyright
- 2021
- Publisher
- Springer International Publishing
- Copyright Holder
- The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG
- eBook ISBN
- 978-3-030-65351-4
- DOI
- 10.1007/978-3-030-65351-4
- Hardcover ISBN
- 978-3-030-65350-7
- Series ISSN
- 1860-949X
- Edition Number
- 1
- Number of Pages
- XXVIII, 715
- Number of Illustrations
- 33 b/w illustrations, 183 illustrations in colour
- Topics
