Complex networks & their applications IX . Volume 1 Proceedings of the ninth international conference on complex networks and their applications complex networks 2020 / / Rosa M. Benito [and five others] editors

• Pubblicazione: Cham, Switzerland : , : Springer, , [2021]; ©2021
• Edizione: 1st ed. 2021.
• Descrizione fisica: 1 online resource (XXVII, 685 p. 237 illus., 207 illus. in color.)
• Disciplina: 511.3
• Soggetto topico: Computational complexity; Computational intelligence; Graph theory
• Persona (resp. second.): BenitoRosa M.
• Nota di contenuto: 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 -- Learning Parameters for Balanced Index Influence Maximization -- Connecting the Dots: Integrating Point Location Data into Spatial Network Analyses -- Topological Analysis of Synthetic Models for Air Transportation Multilayer Networks -- Extending DeGroot Opinion Formation for Signed Graphs and Minimising Polarization -- Forming Diverse Teams Based on Members’ Social Networks: A Genetic Algorithm Approach.
• Sommario/riassunto: 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. .
• Altri titoli varianti: Complex networks and their applications nine
• Titolo autorizzato: Complex networks & their applications IX
• ISBN: 3-030-65347-1
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910483372103321
• Lo trovi qui: Univ. Federico II
• Serie: Studies in computational intelligence ; ; Volume 943.