Structure in complex networks

Structure in Complex Networks

✍ J. Reichardt (auth.) 📂 Library 📅 2009 🏛 Springer-Verlag Berlin Heidelberg 🌐 English

In the modern world of gigantic datasets, which scientists and practioners of all fields of learning are confronted with, the availability of robust, scalable and easy-to-use methods for pattern recognition and data mining are of paramount importance, so as to be able to cope with the avalanch

Reconstructing Networks (Elements in Str

📁 Reconstructing Networks (Elements in Structure and Dynamics of Complex Networks)

✍ Giulio Cimini, Rossana Mastrandrea, Tiziano Squartini 📂 Library 📅 2021 🏛 Cambridge University Press 🌐 English

Complex networks datasets often come with the problem of missing information: interactions data that have not been measured or discovered, may be affected by errors, or are simply hidden because of privacy issues. This Element provides an overview of the ideas, methods and techniques to deal with th

Structural Analysis of Complex Networks

📁 Structural Analysis of Complex Networks

✍ Frank Emmert-Streib (auth.), Matthias Dehmer (eds.) 📂 Library 📅 2011 🏛 Birkhäuser Basel 🌐 English

Because of the increasing complexity and growth of real-world networks, their analysis by using classical graph-theoretic methods is oftentimes a difficult procedure. As a result, there is a strong need to combine graph-theoretic methods with mathematical techniques from other scientific disci

Structural analysis of complex networks

📁 Structural analysis of complex networks

✍ Frank Emmert-Streib (auth.), Matthias Dehmer (eds.) 📂 Library 📅 2011 🏛 Birkhäuser Basel 🌐 English

Because of the increasing complexity and growth of real-world networks, their analysis by using classical graph-theoretic methods is oftentimes a difficult procedure. As a result, there is a strong need to combine graph-theoretic methods with mathematical techniques from other scientific disci

Structural Analysis of Complex Networks

📁 Structural Analysis of Complex Networks

✍ Frank Emmert-Streib (auth.), Matthias Dehmer (eds.) 📂 Library 📅 2011 🏛 Birkhäuser Basel 🌐 English

Because of the increasing complexity and growth of real-world networks, their analysis by using classical graph-theoretic methods is oftentimes a difficult procedure. As a result, there is a strong need to combine graph-theoretic methods with mathematical techniques from other scientific disci

Community Structure of Complex Networks

📁 Community Structure of Complex Networks

✍ Hua-Wei Shen (auth.) 📂 Library 📅 2013 🏛 Springer-Verlag Berlin Heidelberg 🌐 English

Community structure is a salient structural characteristic of many real-world networks. Communities are generally hierarchical, overlapping, multi-scale and coexist with other types of structural regularities of networks. This poses major challenges for conventional methods of community detect

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