Less is More: Sparse Graph Mining with Compact Matrix Decomposition.
Jimeng SunYinglian XieHui ZhangChristos FaloutsosPublished in: Stat. Anal. Data Min. (2008)
Keyphrases
- graph mining
- matrix decomposition
- low rank
- low rank matrix
- nonnegative matrix factorization
- low rank approximation
- pattern mining
- singular value decomposition
- singular values
- biological networks
- link prediction
- connected components
- matrix factorization
- sparse matrix
- high dimensional
- negative matrix factorization
- community detection
- link analysis
- pattern discovery
- data mining
- convex optimization
- missing data
- linear combination
- spectral clustering
- sparse representation
- high dimensional data
- collaborative filtering
- image processing