Description |
1 online resource (x, 216 pages) |
Series |
Communications in computer and information science, 1865-0929 ; 116 |
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Communications in computer and information science ; 116.
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Contents |
Intro; Title Page; Preface; Organization; Table of Contents; Network Modeling; On the Average Path Length of Deterministicand Stochastics Recursive Networks; Introduction; Notation; Deterministic Version; Stochastic Branch Version; Depth of Branches; Average Number of Nodes; Average Path Length; Stochastic Edge Version; Conclusion and Future Work; References; Traffic Congestion on Clustered Random Complex Networks; Introduction; Traffic-Flow Model; Theoretical Analysis; Numerical Support; Conclusions; References; Fully Generalized Graph Cores; Introduction; Preliminaries |
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Fully Generalized CoresDiscussion and Applications; References; Connectivity Criteria for Ranking Network Nodes; Introduction; Related Work; The Proposed Connectivity Criteria; An Algorithm for Computing the Connectivity Numbers; Experimental Evaluation; The i-Connectivity of Real Networks; Synthetic Networks; Conclusions; References; Structure-Dynamics Interplay in Directed Complex Networks with Border Effects; Introduction; Materials and Methods; Network Structure Basics; Random-Walk Dynamics; Structure-Dynamics Interplay; Network Border; Real-World Data; Results and Discussion |
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Concluding RemarksReferences; Potential Link Suggestion in Scientific Collaboration Networks; Introduction; Community Detection in Networks; Modularity; Spectral Modularity Optimization; Document Networks; Potential Link Discovery in Co-authorship Networks; Results; Document Clustering; Potential Links; Conclusions; References; Deciding on the Type of a Graph from a BFS; Introduction; Methodology; Rebuilding Strategies; Validation Using Model Graphs; Validation Using Real-World Data (Skitter Graph); Deciding the Type from n and BFS; Conclusion; References |
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Generating Power Law Distribution of Spatial Events with Multi-agentsIntroduction; Scenario Description and Agent Modeling; Introducing Direct Inter-agent Communication; Methodology of Evaluation; Results; Discussion; Related Work; Conclusion; References; Applications; Using Digraphs and a Second-Order Markovian Model for Rhythm Classification; Introduction; Methodology; Data Description; Feature Extraction and Analysis; Classification Methodology; Experiments and Discussion; Conclusions; References |
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The Effect of Host Morphology on Network Characteristics and Thermodynamical Properties of Ising Model Defined on the Network of Human Pyramidal NeuronsIntroduction; Neuronal Digital Reconstructions; Basic Concepts and Network Construction; Ising Ferromagnetic Dynamics; Results and Discussion; Concluding Remarks; References; Assessing Respondent-Driven Sampling in the Estimation of the Prevalence of Sexually Transmitted Infections (STIs) in Populations Structured in Complex Networks; Introduction; Methods; Empirical Data; Simulation Scenarios; Estimation; Results |
Summary |
This book constitutes the thoroughly refereed post-conference proceedings of the Second International Workshop on Complex Networks, CompleNet 2010, which was held in Rio de Janeiro, Brazil, in October 2010. The 21 revised papers presented were carefully reviewed and selected from 48 submissions. The topics covered include: community structure, network metrics, network models, effect of topology to epidemics, algorithms to classify networks, self-organized algorithms applied to complex networks, as well as many applications of complex networks in biology, image analysis, software development, traffic congestion, language and speech, sensor networks, and synchronization |
Analysis |
Computer science |
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Computer Communication Networks |
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Software engineering |
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Computer software |
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Data mining |
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Artificial intelligence |
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Algorithm Analysis and Problem Complexity |
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Data Mining and Knowledge Discovery |
Bibliography |
Includes bibliographical references and author index |
Subject |
Computer networks -- Congresses
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Informatique.
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Computer networks
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Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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Form |
Electronic book
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Author |
Costa, Luciano F
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ISBN |
9783642255014 |
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3642255019 |
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