［1］Zhu Xiaojin.Semisupervised learning literature survey［R］. Computer Science TR 1530, Wl:University of Wisconsin:Department of Computer Sciences,2008.
［2］Si Wenwu, Qian Jiangtao.Semisupervised clustering based on spectral clustering［J］.Computer Applications, 2005,26(6):13471349.(in Chinese)
［3］Zhao Feng, Jiao Licheng, Liu Hanqiang,et al. Semisupervised eigenvector selection for spectral clustering［J］. Pattern Recognition and Artificial Intelligence,2011,24(1):4855.(in Chinese)
［4］Xing E P, Ng A Y, Michael I, et al. Distance metric learning with application to clustering with sideinformation［C］∥Advances in Neural Information Processing Systerm,2003:505512.
［5］Klein D, Kamver S D. From instancelevel constraints to spacelevel constraints:Making the most of prior knowledge in data clustering［C］∥Proc of ICML’02, 2002:307314.
［6］Ding C,Li  Tao,Peng Wei.On the equivalence between nonnegative matrix factorization and probabilistic latent semantic indexing［J］.Computational Statistics and Data Analysis,2008, 52(8):39133927.
［7］Bilenko M，Basu S，Mooney R J．Integrating constraints and metric learning in semisupervised clustering［C］∥Proc of ICML’04, 2004:11．
［8］Basu S，Banerjee A，Mooney R J．Semisupervised clustering by seeding［C］∥Proc of the 19th International Conference on Machine Learning, 2002:2734．
［9］Frey B J，Dueck D．Clustering by passing messages between data points［J］.Science,2007,315(5814):972976.
［10］Yuan Liyong, Wang Jiyi.An improved semisupervised Kmeans clustering algorithm［J］.Computer Engineering & Science,2011,33(6):138143.(in Chinese)
［11］Xiao Yu, Yu Jian. Semisupervised clustering based on affinity propagation algorithm［J］.Journal of Software,2008,19(11):28032813.(in Chinese)
［12］An S, Liu W, Venkatesh S. Exploiting side information in locality preserving projection［C］∥Proc of Conference on Computer Vision and Pattern Recognition (CVPR), 2008:18.
附中文参考文献：
［2］司文武,钱江涛.一种基于谱聚类的半监督聚类方法［J］.计算机应用,2005,26(6):13471349.
［3］赵凤,焦李成,刘汉强，等.半监督谱聚类特征向量选择算法［J］.模式识别与人工智能,2011,24(1):4855.
［10］袁利永,王基一.一种改进的半监督Kmeans聚类算法［J］.计算机工程与科学,2011,33(6):138143.
［11］肖宇,于剑.基于近邻传播算法的半监督聚类［J］.软件学报,2008,19(11):28032813.