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Analyzing and modeling real-world phenomena with complex networks: a survey of applications
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- Costa, Luciano da F (author)
- Instituto de Fisica de Sao Carlos, Universidade de Sao Paulo
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- Oliveira Jr, Osvaldo N (author)
- Instituto de Fisica de Sao Carlos, Universidade de Sao Paulo
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- Travieso, Gonzalo (author)
- Instituto de Fisica de Sao Carlos, Universidade de Sao Paulo
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- (creator_code:org_t)
- Informa UK Limited, 2011
- 2011
- English.
- In: Advances in Physics. - : Informa UK Limited. - 0001-8732 .- 1460-6976. ; 60:3, s. 329-412
- Research review (peer-reviewed)
Abstract
Subject headings
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- The success of new scientific areas can be assessed by their potential in contributing to new theoretical approaches and in applications to real-world problems. Complex networks have fared extremely well in both of these aspects, with their sound theoretical basis being developed over the years and with a variety of applications. In this survey, we analyze the applications of complex networks to real-world problems and data, with emphasis in representation, analysis and modeling. A diversity of phenomena are surveyed, which may be classified into no less than 11 areas, providing a clear indication of the impact of the field of complex networks.
Subject headings
- NATURVETENSKAP -- Fysik -- Annan fysik (hsv//swe)
- NATURAL SCIENCES -- Physical Sciences -- Other Physics Topics (hsv//eng)
Keyword
- complex networks; complex system; network analysis; network theory; collective phenomena
- Statistical physics
- Statistisk fysik
- fysik
- Physics
- teoretisk fysik
- Theoretical Physics
- Computer Science
- datalogi
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- ref (subject category)
- for (subject category)
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- Viana, Matheus P
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- Umeå University
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