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Department of Computer Science
University of California Santa Barbara

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Mendeley


I recently started using a great tool for managing scientific libraries called Mendeley. Below is a link to my public library on Mendeley:
Bibliography manager

Graph Querying


James Cheng, Yiping Ke, Wilfred Ng, An Lu, FG-Index: Towards Verification-Free Query Processing on Graph Databases, SIGMOD, 2007.


Peixiang Zhao, Jeffrey Xu Yu, Philip S. Yu, Graph Indexing: Tree + Delta >= Tree, VLDB, 2007


Xiafeng Yan, Philip S. Yu, Jiawei Han, Graph indexing: A Frequent Structure-based Approach, SIGMOD 2004


D. Shasha, J. T. L. Wang, and R. Giugno. "Algorithmics and Applications of Tree and Graph Searching". In Proc. PODS'02 Proceeding of the International Conference in Pattern recognition (ICPR), Quebec, Canada, August 2002


Huahai He, Ambuj K. Singh, Closure-Tree: An Index Structure for Graph Queries, ICDE, 2006


Yiping Ke, James Cheng, Wilfred Ng. Correlation Search in Graphs. KDD, 2007


Graph Mining


Yun Chi, Yirong Yang, Richard Muntz, Mining Frequent Rooted Trees and Free Trees Using Canonical Forms, UCLA Technical Report, 2003


X. Yan, J. Han, gSpan: Graph-based substructure pattern mining, ICDM, 2002


Protein Function Prediction


E. Nabieva, K. Jim, A. Agarwal, B. Chazelle, and M. Singh. Whole-proteome prediction of protein function via graphtheoretic analysis of interaction maps. Bioinformatics,21:i302–i310, 2005.


H. Chua, W. Sung, and L. Wong. Exploiting indirect neighbors and topological weight to predict protein function from protein-protein interactions. Bioinformatics, 2006.


H. Hishigaki, K. Nakai, T. Ono, A. Tanigami, and T. Takagi. Assessment of prediction accuracy of protein function from protein–protein interaction data. Yeast, 2001.


B. Schwikowski, P. Uetz, and S. Fields. A network of proteinprotein interactions in yeast. Nature, 2000.


Gaurav Pandey, Michael Steinbach, Rohit Gupta, Tushar Garg, Vipin Kumar. Association Analysis-based Transformations for Protein Interaction Networks: A Function Prediction Case Study. KDD, 2007 Z. Barutcuoglu, R. Schapire, and O. Troyanskaya. Hierarchical multi-label prediction of gene function. Bioinformatics, 2006.

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Petko Bogdanov
Last updated on: 03/15/10