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[Modeling and Simulation in Science, Engineering and Technology] Dynamics On and Of Complex Networks, Volume 2 || The Stability of a Graph Partition: A Dynamics-Based Framework for Community Detection

✍ Scribed by Mukherjee, Animesh; Choudhury, Monojit; Peruani, Fernando; Ganguly, Niloy; Mitra, Bivas


Book ID
125980970
Publisher
Springer New York
Year
2013
Tongue
English
Weight
839 KB
Edition
2013
Category
Article
ISBN
1461467292

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✦ Synopsis


This self-contained book systematically explores the statistical dynamics on and of complex networks with a specialΒ focus on time-varying networks. In the constantly changing modern world, there is an urgent need to understand problems related to systems that dynamically evolve in either structure or function, or both. ThisΒ work is an attempt to address such problems in the framework of complex networks. Dynamics on and of Complex Networks, Volume 2: Applications to Time-Varying Dynamical Systems is a collection of surveys and cutting-edge research contributions exploring key issues, challenges, and characteristics of dynamical networks that emerge in various complex systems. Toward this goal, the work is thematically organized into three main sections with the primary thrust on time-varying networks: Part I studies social dynamics; Part II focuses on community identification; and Part III illustrates diffusion processes. The contributed chapters in this volume are intended to promote cross-fertilization in several research areas and will be valuable to newcomers in the field, experienced researchers, practitioners, and graduate students interested in pursuing research in dynamical networks with applications to computer science, statistical physics, nonlinear dynamics, linguistics, and the social sciences. This volume follows Dynamics On and Of Complex Networks: Applications to Biology, Computer Science, and the Social Sciences (2009), ISBN 978-0-8176-4750-6.


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The three volume set LNICST 84 - LNICST 86 constitute the refereed proceedings ofthe Second International Conference on Computer Science and InformationTechnology, CCSIT 2012, held in Bangalore, India, in January 2012. The 66 revised full papers presented in this volume were carefully reviewed andse