twistedmove/csp

Spectral Clustering for Complex Graphs

CSP

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.