@incollection{, 3C953FF5EDFE7A191418A2C857CA7668 , author={{Dr. ZhangLiang} and {}}, journal={{Global Journal of Computer Science and Technology}}, journal={{GJCST}}0975-41720975-435010.34257/gjcst, address={Cambridge, United States}, publisher={Global Journals Organisation}12103338 } @incollection{b0, , title={{A measure of similarity between graph vertices: Applications to synonym extraction and web searching}} , author={{ VDBlondel } and { AGajardo } and { MHeymans } and { PSenellart } and { PVDooren }} , journal={{Siam Review}} 46 4 , year={2004} } @book{b1, , title={{A generative theory of relevance}} , author={{ VLavrenko }} , year={2004} University of Massachusetts Amherst } @incollection{b2, , title={{Automatic retrieval and clustering of similar words}} , author={{ DLin }} , booktitle={{Proceedings of the 36th Annual Meeting of the Association for Computational Linguistics and 17th International Conference on Computational Linguistics (COLING/ACL-98}} the 36th Annual Meeting of the Association for Computational Linguistics and 17th International Conference on Computational Linguistics (COLING/ACL-98 , year={1998} } @incollection{b3, , title={{Languageindependent set expansion of named entities using the web}} , author={{ RCWang } and { WWCohen }} , booktitle={{Proceedings of the 17th IEEE International Conference on Data Mining}} the 17th IEEE International Conference on Data Mining , year={2007} } @incollection{b4, , title={{A generalized Co-HITS algorithm and its application to bipartite graphs}} , author={{ HDeng } and { MRLyu } and { IKing }} , booktitle={{Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining}} the 15th ACM SIGKDD international conference on Knowledge discovery and data mining , year={2009} } @incollection{b5, , title={{Probabilistic relevance ranking for collaborative filtering}} , author={{ JWang } and { SRobertson } and { APVries } and { MJReinders }} , journal={{Inf. Retr}} 11 6 , year={2008} } @incollection{b6, , title={{Automatically extracting features for concept learning from the web}} , author={{ WWCohen }} , booktitle={{Proceedings of the 17th International Conference on Machine Learning}} the 17th International Conference on Machine Learning , year={2000} } @incollection{b7, , title={{Recommendation as classification: using social and content-based information in recommendation}} , author={{ CBasu } and { HHirsh } and { WCohen }} , booktitle={{Proceedings of the 15th national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence}} the 15th national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence , year={1998} } @incollection{b8, , title={{Probabilistic relaxation labelling using the Fokker-Planck equation}} , author={{ HWang } and { ERHancock }} , journal={{Pattern Recogn}} 41 11 , year={2008} } @book{b9, , title={{}} , author={{ GoogleGoogle } and { Sets }} } @incollection{b10, , title={{Bayesian sets}} , author={{ ZGhahramani } and { KAHeller }} , booktitle={{Advances in Neural Information Processing Systems}} , year={2005} 18 } @incollection{b11, , title={{Relevance search and anomaly detection in bipartite graphs}} , author={{ JSun } and { HQu } and { DChakrabarti } and { CFaloutsos }} , journal={{SIGKDD Explor. Newsl}} 7 2 , year={2005} } @incollection{b12, , title={{Probabilistic relevance models based on document and query generation. In Language Modeling and Information Retrieval}} , author={{ JLafferty } and { CZhai }} , journal={{Kluwer International Series on Information Retrieval}} , year={2002} } @incollection{b13, , title={{Authoritative sources in a hyperlinked environment}} , author={{ JMKleinberg }} , journal={{J. ACM}} 46 5 , year={1999} } @incollection{b14, , title={{PEBL: Web Page Classification without Negative Examples}} , author={{ HYu } and { JHan } and { KCChang } and { .-C }} , journal={{IEEE Trans. on Knowl. and Data Eng}} 16 1 , year={2004} } @incollection{b15, , title={{One-class svms for document classification}} , author={{ LMManevitz } and { MYousef }} , journal={{J. Mach. Learn. Res}} 2 , year={2002} } @incollection{b16, , title={{Estimating the Support of a High-Dimensional Distribution}} , author={{ BSchölkopf } and { JCPlatt } and { JCShawe-Taylor } and { AJSmola } and { RCWilliamson }} , journal={{Neural Comput}} 13 7 , year={2001} } @incollection{b17, , title={{Learning with local and global consistency}} , author={{ DZhou } and { OBousquet } and { TNLal } and { JWeston } and { BSchölkopf }} , booktitle={{Advances in Neural Information Processing Systems}} , year={2004} 16 } @incollection{b18, , title={{Co-clustering documents and words using bipartite spectral graph partitioning}} , author={{ ISDhillon }} , booktitle={{Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining}} the 17th ACM SIGKDD international conference on Knowledge discovery and data mining , year={2001} } @incollection{b19, , title={{Preserving Patterns in Bipartite Graph Partitioning}} , author={{ THu } and { CQu } and { CLTan } and { SYSung } and { WZhou }} , booktitle={{Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence}} the 18th IEEE International Conference on Tools with Artificial Intelligence , year={2006} } @incollection{b20, , title={{Document-Word Co-regularization for Semi-supervised Sentiment Analysis}} , author={{ VSindhwani } and { PMelville }} , booktitle={{Proceedings of the}} the , year={2008. 2008} } @book{b21, , title={{Eighth IEEE International Conference on Data Mining}} } @incollection{b22, , title={{Learning spectral graph transformations for link prediction}} , author={{ JKunegis } and { ALommatzsch }} , booktitle={{Proceedings of the 26th Annual International Conference on Machine Learning}} the 26th Annual International Conference on Machine Learning , year={2009} } @incollection{b23, , title={{Collaborative knowledge semantic graph image search}} , author={{ J.-RShieh } and { Y.-TYeh } and { C.-HLin } and { C.-YLin } and { J.-LWu }} , booktitle={{Proceedings of the 17th international conference on World Wide Web}} the 17th international conference on World Wide Web , year={2008} } @incollection{b24, , title={{Distance-free image retrieval based on stochastic diffusion over bipartite graphs}} , author={{ CBauckhage }} , booktitle={{Proceedings of the 18th British Machine Vision Conference}} the 18th British Machine Vision Conference , year={2007} } @incollection{b25, , title={{Solving cluster ensemble problems by bipartite graph partitioning}} , author={{ XZFern } and { CEBrodley }} , booktitle={{Proceedings of the 21st International Conference on Machine learning (ICML04)}} the 21st International Conference on Machine learning (ICML04) , year={2004} 36 } @incollection{b26, , title={{Bipartite isoperimetric graph partitioning for data coclustering}} , author={{ MRege } and { MDong } and { FFotouhi }} , journal={{Data Min. Knowl. Discov}} 16 3 , year={2008} } @incollection{b27, , title={{Soft clustering on graphs}} , author={{ KYu } and { SYu } and { VTresp }} , booktitle={{Advances in Neural Information Processing Systems 18}} , year={2005} }