New: I am in Microsoft now I am a fourth year Ph.D. candidate in Computer Science department of North Dakota State University (NDSU), advised by Dr. Anne Denton. My research interests include Data Mining, Machine Learning, Pattern Recognition, Parallel Computing, Parallel and Distributed Simulation, Information Retrieval and Image Processing.
Publications[1] Christopher A. Besemann, Jianfei Wu, and Anne M. Denton, "A Log-Linear Approach to Mining Significant Graph-Relational Patterns" Data and Knowledge Engineering, 70(6):527-554, 2011. (Impact Factor 2.036). [2] Omar Al-Azzam, Jianfei Wu, Loai Al-Nimer, Charith Chitraranjan, Anne Denton, "A weighted density-based approach for identifying standardized items that are significantly related to the biological literature," Text Mining Workshop in conjunction with the Eleventh SIAM International Conference on Data Mining, Mesa AZ, 30 April 2011. [3] Jianfei Wu, Loai Al Nimer, Omar Al Azzam, Charith Chitraranjan, Saeed Salem, Anne M. Denton, "Sequential Data Clustering," In Proc. 10th International Conference on Machine Learning and Applications (ICMLA 2010), pp. 1015-1020, Washington DC, 12-14 Dec. 2010.[4] Jianfei Wu, "Uncertainty sampling by comparing predictions of a committee with a theoretical model", supplement material for Active Learning Challenge in the JMLR W&CP proceedings. [5] Anne M. Denton, Jianfei Wu, and Dietmar H. Dorr, "Point-distribution algorithm for mining vector-item patterns," in Proc. 16th ACM SIGKDD Conf. on Knowledge Discovery and Data Mining: Useful Patterns Workshop, Washington DC, 25-28 July 2010. [6] Saeed Salem, Khedidja Seridi, Loqmane Seridi, Jianfei Wu and Mohammed Zaki, "VOKNN: Voting-based Nearest Neighbor Approach for Scalable SVM Training". The 2nd Workshop on Large-scale Data Mining: Theory and Applications in conjunction with the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (SIGKDD'10). [7] Loai M. Alnemer, Jianfei Wu, Omar Al-Azzam, and Anne M. Denton, "A density-based algorithm for evaluating the statistical significance of individual classification results," in Proc. 16th ACM SIGKDD Conf. on Knowledge Discovery and Data Mining: BIOKDD Workshop, Washington DC, 25-28 July 2010. [8] Birgit M. Prüß, Karan Verma, Priyankar Samanta, Preeti Sule, Sunil Kumar, Jianfei Wu, David Christianson, Shelley M. Horne, Shane J. Stafslien, Alan J. Wolfe, and Anne Denton, "Environmental and genetic factors that contribute to Escherichia coli K-12 biofilm formation," Arch. Microbiol. 192:715-728, 2010. (Impact Factor 1.927) [9] Jianfei Wu, Anne Denton, Omar Elariss and Dianxiang Xu, "Mining for Core Patterns in Stock Market Data". Mining Multiple Information Sources Workshop in conjunction with the 2009 IEEE International Conference on Data Mining, Miami, Dec 6, 2009. [10] Anne M Denton, Jianfei Wu. “Data Mining of Vector-Item Patterns Using Neighborhood Histograms”[J]. Knowledge and Information Systems (KIAS). 3,2009. (Impact Factor 2.211) [11] Anne M Denton, Jianfei Wu, Megan K Townsend, Preeti Sule and Birgit M Prüß. “Relating gene expression data on two-component systems to functional annotations in Escherichia coli”[J]. BMC Bioinformatics 2008, 9:294 (Impact Factor 3.43) [12] Jianfei Wu. “Segmentation of Fingerprint Image Based on Automatic-parameter Normalization”[J]. Journal of Image and Graphics, 2008, 13(4): 672-677. [13] W. Jianfei, O. Elariss, et al. “A GA based Weighted Sampling Support Vector Machine (WSSVM)”, ICDM contest 2008[14] Jianfei Wu and Anne Denton, “Mining Vector-Item Patterns for Annotating Protein Domains”. Mining Multiple Information Sources Workshop in conjunction with the ACM KDD ’07 Conference on Knowledge Discovery and Data Mining. San Jose, CA, Aug. 12, 2007. ISBN: 978-1-59593-840-4 |
