Community detection in complex networks
Research on Community Center metric and Community Detection Algorithm for Complex Networks
... of complex systems in nature. These systems can be described by complex networks, such as interpersonal networks [1] , collaboration networks of scientific research communities [2] , ...
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Structural and functional analytics for community detection in large-scale complex networks
... of complex technological and social ...micro- community centrality and discuss its robustness and importance for micro-community detection for social and technological complex ...
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Online Community Detection for Large Complex Networks
... Complex networks describe a wide range of sys- tems in nature and ...plex networks, it is crucial to investigate their inter- nal ...online community detection method for large ...
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Structural and functional analytics for community detection in large-scale complex networks
... of complex technological and social ...micro-community detection for social and technological complex networks with overlapping ...overlapping community detection based on ...
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A parallel self-organizing community detection algorithm based on swarm intelligence for large scale complex networks
... very complex networks induce three staple challenges for a community detection algorithm: (1) overlapping community structure detection, especially high overlapping density (a ...
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The many facets of community detection in complex networks
... on community detection has primarily focused on modelling the dynamics with Markovian diffusion processes (Delvenne et ...a community corresponding to the fast time-scale, before it can escape and ...
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Community Detection in Complex Networks
... in complex networks where this network is divided into groups of nodes that have dense connections within the group and sparsely with the ...the complex networks, because analysing at a group ...
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MPSI: A Multi pathogenic Susceptible infected Algorithm for Overlapping Community Detection in Complex Networks
... Based on this, Steve proposed an algorithm for finding overlapping community structure in very large networks, named COPRA[18] Community Overlap Propagation Algorithm.. In addition, this[r] ...
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A parallel self-organizing overlapping community detection algorithm based on swarm intelligence for large scale complex networks
... for community structure analysis, with a near-linear computational com- ...a community structure, it will have a high probability flowing within a com- ...the community to which it belongs, then each ...
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A self-organizing algorithm for community structure analysis in complex networks
... of complex networks has attracted much interest and a number of algorithms originating from different fields, such as physics, statistics, data mining, and evolutionary computation, ...these ...
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Detection and Interpretation of Communities in Complex Networks: Methods and Practical Application
... Community detection is not an end in itself: once communities have been identi- fied, one wants to understand what they ...the community structure, but also starting the interpretation process, by ...
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Communicability graph and community structures in complex networks
... We use the concept of the network communicability (Phys. Rev. E 77 (2008) 036111) to define communities in a complex network. The communities are defined as the cliques of a “communicability graph”, which has the ...
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Centrality in Complex Networks with overlapping Community structure
... modular networks is intro- ...modular networks, centrality measures need to be represented by a two-dimensional vector that we call the “Overlapping Modular ...for networks with no community ...
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On community structure in complex networks: challenges and opportunities
... to community detection is to select a metric of community quality and maxi- mize ...of community structure that measures the difference between the observed fraction of edges within a ...
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Community Detection in Social Networks
... to complex networks the- ory in chapter ...of complex networks and then proceeds with four important mathematical properties of complex ...of complex networks often ...
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Communicability graph and community structures in complex networks
... of community detection in a complex ...a complex network. We then defined a community as a group of nodes having larger internal communicability than the external ...the ...
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Community Detection Detailed for Online Social Networks
... a community into smaller communities that should be considered as one or, grouping communities together when they should be ...Social networks comprised of social interactions are rarely ever completely ...
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Community Detecting by Signal and Flooding Algorithm on Complex Networks
... of community detection to the designing problem of predefined heuristic ...of complex network to an optimization problem, which is used to calculate the complex network community ...
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Community Detection in Complex Network via BGLL Algorithm
... of networks in nature, society and technology are defined by a mesoscopic level of organization, in which groups of nodes form tightly connected units, called communities, that are sparsely inter-linked to each ...
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Module detection in complex networks using integer optimisation
... in community structures detected, more pathways were significantly enriched in the iMod ...Miserables networks were considered by four methodologies (iMod, EB, QCUT and Greedy), the ...four networks ...
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