QK-Means: A clustering technique based on community detection and K-Means for deployment of cluster head nodes.
Leonardo Nascimento FerreiraA. R. PintoLiang ZhaoPublished in: IJCNN (2012)
Keyphrases
- k means
- community detection
- real world networks
- graph clustering
- clustering algorithm
- community detection algorithms
- complex networks
- information networks
- clustering method
- overlapping communities
- sensor nodes
- wireless sensor networks
- social networks
- spectral clustering
- data clustering
- community structure
- network analysis
- cluster head
- load balance
- massive graphs
- network structure
- sensor networks
- energy consumption
- densely connected
- node selection
- base station
- graph mining
- link prediction
- document clustering
- shortest path
- mobile ad hoc networks
- data sets
- unsupervised learning
- data objects
- data points