Title :
Detecting bridging nodes in network using spectral fuzzy clustering
Author :
Abhishek Jatram;Bhaskar Biswas
Author_Institution :
Department of Computer Science & Engineering, Indian Institute of Technology (BHU) Varanasi, U.P, India
Abstract :
Bridging nodes serve as junction or link between two or more clusters of a network or graph. In this paper, we propose a method for detecting the bridging nodes by analyzing membership coefficients (obtained from Fuzzy Communities or Clusters) and a flexible cluster size dependent threshold value. Spectral methods, which are based on eigen-decomposition are employed for obtaining fuzzy clusters.
Keywords :
"Clustering algorithms","Algorithm design and analysis","Computers","Next generation networking","Laplace equations","Dolphins","Computer science"
Conference_Titel :
Next Generation Computing Technologies (NGCT), 2015 1st International Conference on
DOI :
10.1109/NGCT.2015.7375133
