[PDF] Top 20 Overlapping community detection for count-value networks
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Overlapping community detection for count-value networks
... for community detect- ing tasks ...real-world networks, communities are ordinarily overlapping rather than disjoint, so assuming that each object having hard membership in only one cluster became too ... See full document
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Parallel seed selection method for overlapping community detection in social network
... Complex networks are commonly utilized for modeling the synergies in real-world sys- tems in various areas, such as sociology, biology, knowledge dispersion and many different ...The community ... See full document
11
A maximal clique based multiobjective evolutionary algorithm for overlapping community detection
... as networks to capture the intricate properties of these complex systems, where objects are represented as nodes and the interactions among the objects are represented as edges ...the community structure of ... See full document
15
Community-based anomaly detection in evolutionary networks.
... Abstract Networks of dynamic systems, including social networks, the World Wide Web, climate networks, and biological networks, can be highly ...dynamic networks is an emerging area of ... See full document
27
Community detection in networks without observing edges
... most community detection methods rely on the assumption that the network edges have been accurately observed ...in networks, is based on comparing the network to a null model that does not apply to ... See full document
12
Detecting Overlapping Communities in Dynamic Networks Using Label Propagation
... detects overlapping communities using more than one label during the community detection ...static networks and the time complexity is ... See full document
5
A community merger of optimization algorithm to extract overlapping communities in networks
... enhance community detection, but how to combine the vertex similarity with the actual edge weight is our first research ...of overlapping vertices in some weighted dense subgraphs, these weighted ... See full document
12
Overlapping Community and Node Discovery Algorithm Based on Edge Similarity
... existing community detection algorithms [1] in complex network [2] are designed from the perspective of nodes, in which a certain node can be divided into only one ...real networks, some nodes ... See full document
6
Community detection in networks: a game theoretic framework
... of community structure, various community detection approaches have been proposed in the literature to identify meaningful communities in net- works ...Existing community detection ... See full document
12
Detection of multiple and overlapping bidirectional communities within large, directed and weighted networks of neurons
... on community detection, the performance of the algorithm is also evaluated on the false detections: false communities and false neurons within good ...minimum community size at 30 neurons, ... See full document
20
Community Overlapping Detection using Social Media Dataset and Redundant Node Elimination
... Fortunato, S et.al. proposed a small value of k also known as threshold value provide base for detection of overlapping community. Complexity of the network greatly depends upon the ... See full document
6
Community Detection in Social Network with Outlier Recognition
... the overlapping node ...which community exactly. In considering of detection community without studying the overlapping node combines spectral methods with clustering techniques, and ... See full document
7
The many facets of community detection in complex networks
... possible networks generated from such a model 2 ...new networks from our model with a similar group structure, or predict miss- ing edges and impute ...to networks generated with SBMs and not real ... See full document
13
Community Extraction in Multilayer Networks with Heterogeneous Community Structure
... Multilayer networks are a useful way to capture and model multiple, binary or weighted relationships among a fixed group of ...While community detection has proven to be a useful exploratory ... See full document
49
Spreading Dynamics of a Social Information Model with Overlapping Community Structures on Complex Networks
... on overlapping community ...the detection of overlapping communities as well as hubs as an optimization problem on it ...each community in an oblivious ...one community, and we ... See full document
11
Overlapping Community Detection in Social Networks Using Parliamentary Optimization Algorithm
... social networks have become more attractive as a research topic in many different disciplines and many real systems can be denoted as a complex ...and community structures allow us to expose organizational ... See full document
8
Overlapping Community detection Algorithms: A Review
... Network is a collection of entities that are interconnected with links. For example: people that are friends, computers that are connected, and web pages that point to each other. In graph theory, entities are vertices ... See full document
7
Research on Community Center metric and Community Detection Algorithm for Complex Networks
... local community g 1 [34, 27, 30, 24, 28, 16, 33, 19, 15, 23, 21, 31, 9, 10] can be obtained by extending from node ...local community g 1 ...local community g 2 [1, 12, 22, 18, 2, 20, 8, 4, 14, 3, ... See full document
6
Significance-based community detection in weighted networks
... In addition to CCME, three other weighted-network methods capable of identifying over- lapping nodes were applied to our simulation ensemble. One of these was OSLOM (Lan- cichinetti et al., 2011), described in Section 1. ... See full document
48
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 ... See full document
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