Spectral clustering for complex graphs, including:
- Constrained spectral clustering [KDD10,DMKD]
- Active spectral clustering [ICDM10]
- Multi-view spectral clustering [SDM13]
- Self-taught spectral clustering [SDM14]
###Author### Xiang Wang
###Website### https://sites.google.com/site/gnaixgnaw
###Citation###
- Xiang Wang, Ian Davidson. Flexible constrained spectral clustering. In KDD 2010, pp. 563-572.
- Xiang Wang, Buyue Qian, Ian Davidson. On constrained spectral clustering and its applications. Data Min. Knowl. Discov., in press, 2012.
- Xiang Wang, Ian Davidson. Active spectral clustering. In ICDM 2010, pp. 561-568.
- Xiang Wang, Buyue Qian, Jieping Ye, Ian Davidson. Multi-objective multi-view spectral clustering via Pareto optimization. In SDM 2013, pp. 234-242.
- Xiang Wang, Jun Wang, Buyue Qian, Fei Wang, Ian Davidson. Self-taught spectral clustering via constraint augmentation. In SDM 2014, pp. 416-424.
###Environment### Matlab R2009b or later
###Usage### Run the demo_* files to start.