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Complex networks and their applicati...

International Conference on Complex Networks and Their Applications (2020 :)

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Complex networks and their applications IX. = proceedings of the Ninth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2020 /. Volume 2

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Complex networks and their applications IX./ edited by Rosa M. Benito ... [et al.].
其他題名:	proceedings of the Ninth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2020 /
其他題名:	COMPLEX NETWORKS 2020
其他作者:	Benito, Rosa M.
團體作者:	International Conference on Complex Networks and Their Applications
出版者:	Cham :Springer International Publishing : : 2021.,
面頁冊數:	xxviii, 715 p. :ill., digital ;24 cm.
內容註:	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.
Contained By:	Springer Nature eBook
標題:	Computer networks - Congresses. -
電子資源:	https://doi.org/10.1007/978-3-030-65351-4
ISBN:	9783030653514

Complex networks and their applications IX. = proceedings of the Ninth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2020 /. Volume 2
Complex networks and their applications IX.proceedings of the Ninth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2020 /Volume 2[electronic resource] :COMPLEX NETWORKS 2020edited by Rosa M. Benito ... [et al.]. - Cham :Springer International Publishing :2021. - xxviii, 715 p. :ill., digital ;24 cm. - Studies in computational intelligence,v.9441860-949X ;. - Studies in computational intelligence ;v.944..

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.

ISBN: 9783030653514

Standard No.: 10.1007/978-3-030-65351-4doiSubjects--Topical Terms:

569849
Computer networks
--Congresses.

LC Class. No.: TK5105.5

Dewey Class. No.: 004.6

Complex networks and their applications IX. = proceedings of the Ninth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2020 /. Volume 2
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