Jianfei Wu's Homepage


 
 
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Tel. +1(701)540-2007
jianfeiwu1979@hotmail.com


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      I got a CS Ph.D. degree in Computer Science department of North Dakota State University (NDSU) in 2011, 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. Currently I am very interested in Mining stock market data.
                                                                                              
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Publications

[1] Jianfei Wu, Christopher  Besemann, Anne Denton "Core Pattern Mining in Stock Market". Submitting to Data & Knowledge Engineering (DKE) (Impact Factor 2.036).

[2] Jianfei Wu, Anne Denton, et al, "Finding important design regions in a combinatorial design".Submitting to Data & Knowledge Engineering (DKE) (Impact Factor 2.036).

[3] Christopher Besemann, Jianfei Wu, Anne Denton "A Log-Linear Approach to Mining Significant Graph-Relational Patterns". 2011 Data & Knowledge Engineering (DKE) (Impact Factor 2.036).

[4] Omar El Ariss, Jianfei Wu, Dianxiang Xu. Towards an Enhanced Design Level Security Integrating Attack Trees with Statecharts, Proc. of the 5th IEEE International Conference on Secure Software Integration and Reliability Improvement (SSIRI’’11), Jeju Island, South Korea, June 2011.

[5] Omar AI-Azzam, Jianfei Wu, Loai AI-Nimer, Charith Chitraranjan, Anne M. Denton, “A Weighted Density-based Approach for Identifying Standardized Items that are Significantly Related to the Biological Literature”. 2011 SIAM INTERNATIONAL CONFERENCE ON DATA MINING.

[6] Jianfei Wu, "Sequential Data Clustering.". Accepted  in IEEE The Ninth International Conference on Machine Learning and Applications (ICMLA2010).

[7] 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 2010.

[8] Anne Denton, Jianfei Wu and Dietmar Dorr, "Point–Distribution Algorithm for Mining Vector-Item Patterns". Useful Patterns Workshop in conjunction with the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (SIGKDD'10).

[9] 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).

[10] 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". 9th International Workshop on Data Mining in Bioinformatics in conjunction with the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (SIGKDD'10).

[11] Birgit M. Prüß, Karan Verma, Sunil Kumar, Jianfei Wu, Preeti Sule, Priyankar Samanta, Shelley M. Horne, David Christianson, Shane J. Stafslien, Alan J. Wolfe, and Anne Denton, "
Environmental and genetic factors that contribute to  Escherichia coli K-12 biofilm formation", accepted in Archives of Microbiology (Impact Factor 1.927).

[12] 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.

[13] 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).

[14] 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)

[15] Jianfei Wu. “Segmentation of Fingerprint Image Based on Automatic-parameter Normalization”[J]. Journal of Image and Graphics, 2008, 13(4): 672-677.

[16] W. Jianfei, O. Elariss, et al. “A GA based Weighted Sampling Support Vector Machine (WSSVM)”, ICDM contest 2008

[17] 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

                                                                                                                                                                                                               
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