Ming Li's Publication List

• M. Li, H. Li, and Z.-H. Zhou. Semi-supervised document retrieval. Information Processing & Management, in press.

• Y. Jiang, M. Li, and Z.-H. Zhou. Mining extremely small data sets with application to software reuse. Software: Practice and Experience, in press.

• M. Li and Z.-H. Zhou. Improve computer-aided diagnosis with machine learning techniques using undiagnosed samples. IEEE Transactions on Systems, Man and Cybernetics - Part A: Systems and Humans, 2007, 37(6): 1088-1098.

• Z.-H. Zhou and M. Li. Semi-supervised regression with co-training style algorithms. IEEE Transactions on Knowledge and Data Engineering, 2007, 19(11): 1479-1493.

• Y. Yu, D.-C. Zhan, X.-Y. Liu, M. Li, and Z.-H. Zhou. Predicting future customers via ensembling gradually expanded trees. International Journal of Data Warehousing and Mining, 2007, 3(2): 12-21. Invited paper for the PAKDD'06 Data Mining Competition (Open Category) Grand Champion Team

• Z.-H. Zhou and M. Li. Tri-training: exploiting unlabeled data using three classifiers. IEEE Transactions on Knowledge and Data Engineering, 2005, 17(11): 1529-1541.

• Z.-H. Zhou, K. Jiang, and M. Li. Multi-instance based web mining. Applied Intelligence, 2005, 22(2): 135-147.

• M. Li and Z.-H. Zhou. Influence of the Normal Distribution Approximation of Local Cut Edge Weight Statistic on the SETRED Algorithm. Journal of Computer Research and Development, 2005, 42(9.B): 33-37. (in Chinese with English abstract)

• M. Li, X.-B. Xue, and Z.-H. Zhou. Chinese web index page recommendation based on multi-instance learning. Journal of Software, 2004, 15(9): 1328-1335. (in Chinese with English abstract)

• M. Li and Z.-H. Zhou. Performance analysis of the Fretcit-kNN algorithm. Computer Science, 2004, 31(10.A):152-155. (in Chinese with English abstract)

 [Conference Papers]

• A. B. Goldburg, M. Li, and X. Zhu. On manifold regularization: A new learning setting and empirical study. In: Procceedings of the 19th European Conference on Machine Learning (ECML'08), LNAI 5211, Antwerp, Belgium, 2008, pp. 393-407.

• M. Li, Z. Zhang, and Z.-H. Zhou. Mining bulletin board systems using community generation. In: Proceedings of the 12th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'08), Osaka, Japan, LNAI 5012, 2008, pp.209-221.

• Y. Jiang, M. Li, and Z.-H. Zhou. Generation of comprehensible hypotheses from gene expression data. In: Proceedings of the International Workshop on Data Mining for Biomedical Application (BioDM'06), in conjunction with PAKDD'06, Singapore, LNBI 3916, 2006, pp.116-123.

• Z.-H. Zhou and M. Li. Semi-supervised regression with co-training. In: Proceedings of the 19th International Joint Conference on Artificial Intelligence (IJCAI'05), Edinburgh, Scotland, 2005, pp.908-913.

• M. Li and Z.-H. Zhou. SETRED: self-training with editing. In: Proceedings of the 9th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD'05), Hanoi, Vietnam, LNAI 3518, 2005, pp.611-621.

• M. Li and Z.-H. Zhou. Multi-instance learning based web page recommendation system. In: Proceedings of  the 10th CAAI, Beijing, 2003. 340-343.  (in Chinese with English abstract)

• M. Li. Research on single-view co-training approaches. Ph. D. Dissertation. Department of Computer Science and Technology, Nanjing University, 2008.  (in Chinese with English abstract)

• M. Li. Multi-instance learning based web index recommendation. B.Sc. Thesis. Department of Computer Science and Technology, Nanjing University, 2003.  (in Chinese with English abstract)