Complex Network Theory - An Introductory Tutorial - Indian Institute PDF
Preview Complex Network Theory - An Introductory Tutorial - Indian Institute
Complex Network Theory An Introductory Tutorial Ashish Anand AssistantProfessor DepartmentofComputerScienceandEngineering IndianInstituteofTechnology,Guwahati [email protected] September 12, 2013 Outline 1 Part I: Examples, Representations and some Basics Examples across domains Representations and Some Basics 2 Part II: Network Analysis Common properties across different networks Measures and Metrics: Centrality Measures 3 Part III: Community Detection Disjoint community detection algorithms Overlapping community detection algorithms AshishAnand ComplexNetworkTheory Outline 1 Part I: Examples, Representations and some Basics Examples across domains Representations and Some Basics 2 Part II: Network Analysis Common properties across different networks Measures and Metrics: Centrality Measures 3 Part III: Community Detection Disjoint community detection algorithms Overlapping community detection algorithms AshishAnand ComplexNetworkTheory Outline 1 Part I: Examples, Representations and some Basics Examples across domains Representations and Some Basics 2 Part II: Network Analysis Common properties across different networks Measures and Metrics: Centrality Measures 3 Part III: Community Detection Disjoint community detection algorithms Overlapping community detection algorithms AshishAnand ComplexNetworkTheory Part I: Examples of Complex Networks AshishAnand ComplexNetworkTheory Examples: Technological Networks Source:www.opte.org AshishAnand ComplexNetworkTheory Examples: Information Networks Source:NetworksAnIntroduction,Newman AshishAnand ComplexNetworkTheory Examples: Social Networks AshishAnand ComplexNetworkTheory Example: Biological Networks source:Stelzletal.Cell122(6):957(2005) AshishAnand ComplexNetworkTheory Networks as a model to study several complex systems AshishAnand ComplexNetworkTheory
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