Browsing by Author "Small, Michael"
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Subspace based network community detection using sparse linear coding
Mahmood, Arif; Small, Michael ( Institute of Electrical and Electronics Engineers Inc. , 2016 , Conference Paper)Information mining from networks by identifying communities is an important problem across a number of research fields including social science, biology, physics, and medicine. Most existing community detection algorithms ... -
Using geodesic space density gradients for network community detection
Mahmood, Arif; Small, Michael; Al-Maadeed, Somaya Ali; Rajpoot, Nasir ( IEEE Computer Society , 2017 , Article)Many real world complex systems naturally map to network data structures instead of geometric spaces because the only available information is the presence or absence of a link between two entities in the system. To enable ...