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Journal Papers
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Fan Li, Yiming Yang. Analysis of recursive gene selection approaches from micro-array data.
Bioinformatics, 2005 21(19):3741-3747 [pdf]
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Fan Li, Yiming Yang. Recovering genetic regulatory networks from micro-array data and locationanalysis data, Journal Genome Informatics, 2004, Vol. 15, No.2 [link]
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David D. Lewis, Yiming Yang, Tony Rose, Fan Li. RCV1: A New Text Categorization Test Collection, Journal of Machine Learning Research 5 (2004) 361-397
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Fan Li, Mingyu Lu, Yuchang Lu. The Research on Some New Feature Selection Approaches in TextCategorization, Tsinghua Academic Journal (Natural Science Version), Vol.41, No.7, pp 98-101, 2001.7
Conference Papers and Technique Reports
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Fan Li, Yiming Yang and Eric P. Xing. Inferring regulatory networks using a hierarchical Bayesiangraphical Gaussian model, CMU-MLD Technical Report 06-117, 2006
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Fan Li, Yiming Yang, Eric P. Xing. From Lasso regression to feature vector machine, Advances in Neural Information Processing Systems 18 (NIPS2005)[pdf]
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Fan Li, Yiming Yang. Use modified lasso regressions to learn large undirected graphs in aprobabilistic framework, 20th National Conference on Artificial Intelligence (AAAI 2005) [pdf]
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Fan Li, Yiming Yang. An Analysis of Recursive Feature Elimination Methods for StatisticalClassification, 27th Annual International ACM SIGIR Conference on Research and Development inInformation Retrieval (ACM SIGIR 2005)
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Fan Li, Yiming Yang. Using recursive Classification to discover predictive features, 20th Annual ACMSymposium on Applied Computing (ACM SAC 2005)[pdf]
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Fan Li, Yiming Yang. Learning the Structure of Linear Bayesian Networks with a Large Number ofVariables. Search and Discovery in Bioinformatics workshop, 26th Annual International ACM SIGIRConference on Research and Development in Information Retrieval (ACM SIGIR 2004)
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Fan Li, Yiming Yang. A loss function analysis for classification methods in text categorization.20th International Conference on Machine Learning (ICML 2003) [pdf]
- Mingyu Lu, Qiang Zhou, Fan Li, Yuchang Lu, Lizhu Zhou. Recommendation of Web Pages Based on Concept Association. WECWIS 2002: 221-227
Ph.D Thesis
- Fan Li. Structure learning with large sparse undirected graphs and its applications, Thesis Proposal,Carnegie Mellon University, 2006
Book Chapter
- Jie Ma, Fan Li, Tutorials of Graduate School Admission Tests in Computer Science (Chinese),published by the People's Post and Telecommunication Press, 2000, ISBN 7-115-08734-2/TP.1784
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