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Complex Networks X, 1st ed. 2019 Proceedings of the 10th Conference on Complex Networks CompleNet 2019 Springer Proceedings in Complexity Series

Langue : Anglais
Couverture de l’ouvrage Complex Networks X
This book aims to bring together researchers and practitioners working across domains and research disciplines to measure, model, and visualize complex networks. It collects the works presented at the 10th International Conference on Complex Networks (CompleNet) in Taragona, Spain, March, 2019. With roots in physical, information and social science, the study of complex networks provides a formal set of mathematical methods, computational tools and theories to describe, prescribe and predict dynamics and behaviors of complex systems. Despite their diversity, whether the systems are made up of physical, technological, informational, or social networks, they share many common organizing principles and thus can be studied with similar approaches. This book provides a view of the state-of-the-art in this dynamic field and covers topics such as group decision-making, brain and cellular connectivity, network controllability and resiliency, online activism, recommendation systems, and cyber security.  This text will appeal to students and researchers in the field. 
1. Observability of dynamical networks from graphic and symbolic approaches
2. Exploratory factor analysis of graphical features for link prediction in social networks
3. An efficient approach for counting occurring induced subgraphs
4. A Generalized Configuration Model with Degree Correlations
5. Missing Data Augmentation for Bayesian Exponential Random Multi-Graph Models
6. Spread and control of misinformation with heterogeneous agents
7. Long-Term Behavior in Evolutionary Dynamics from Ergodicity Breaking
8. Combining path-constrained random walks to recover link weights in heterogeneous information networks
9. The Structure and Evolution of an Offline Peer-to-Peer Financial Network
10. Modelling students’ thematically associated knowledge: Networked knowledge from affinity statistics
11. Graph Convolutional Networks on Customer/Supplier Graph Data to Improve Default Prediction
12. Multidimensional Outlier Detection in Interaction Data: Application to Political Communication on Twitter
13. Social Media Vocabulary Reveals Education Attainment of Populations
14. Exploring the role and nature of interactions between Institutes in a Local Affiliation Network
Sean P. Cornelius received his undergraduate degree from the University of Wisconsin-Madison (Madison, WI, USA), and his Ph.D. at Northwestern University (Evanston, IL, USA), both in physics. He is currently a research scientist at the Network Science Institute (NetSI) of Northeastern University and a visiting researcher at the Channing Division of Network Medicine of Harvard Medical School (Boston, MA, USA). His research focuses on nonlinear dynamics on networks. Specifically, he is interested in the topics of cascading failures, network control, and dynamical models for emergent phenomena, with applications to food webs, infrastructure systems, and subcellular networks.

Clara Granell Martorell (Barcelona, 1988) is a Visiting Assistant Professor at the Department of Computer Science and Engineering in the Universitat Rovira i Virgili, Tarragona, Spain.  

She studied Computer Science at the Universitat Rovira i Virgili (Tarragona), where she graduated with honors. She took a MsC in Artificial Intelligence at the Universitat Politècnica de Catalunya (Barcelona). She started researching on Complex Networks and defended her PhD on the Physics of Multilayer networks, in Universitat Rovira i Virgili. She was awarded with a James. S. McDonnell Foundation Postdoctoral Fellowship, and received the award 'Premi Donatic Revelació 2017', a recognition for women doing research in ICT in Catalunya. She moved to the United States to join the Department of Mathematics of the University of North Carolina at Chapel Hill. She later joined the Universitat de Barcelona, in a joint appointment for the Department of Physics of the Condensed Matter and UBICS (Universitat de Barcelona Institute of Complex Systems). She received a ‘Juan de la Cierva-Formación’ postdoctoral fellowship. Currently, she is a Visiting Assistant Professor at Universitat Rovira i Virgili, where she devotes her time between research and te

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Ouvrage de 183 p.

15.5x23.5 cm

Disponible chez l'éditeur (délai d'approvisionnement : 15 jours).

Prix indicatif 105,49 €

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