Community detection using spectral clustering on sparse geosocial data
Yves van GennipBlake HunterRaymond AhnPeter ElliottKyle LuhMegan HalvorsonShannon ReidMatthew ValasikJames WoGeorge E. TitaAndrea L. BertozziP. Jeffrey BrantinghamPublished in: CoRR (2012)
Keyphrases
- spectral clustering
- data analysis
- data sets
- community detection
- similarity matrix
- pairwise
- clustering method
- spectral methods
- image segmentation
- social networks
- image processing
- data points
- knowledge discovery
- network analysis
- data objects
- alternative clusterings
- data clustering
- complex networks
- missing data
- high dimensional data
- k means
- reinforcement learning
- feature selection
- data mining