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| Supervisor: |
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Professor
Zhi-Hua Zhou |
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Biography: |
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Currently I am a postdoctoral fellow of Department of Computer Science and Technology in
Nanjing
University and a member of LAMDA Group, led by professor
Zhi-Hua
Zhou.
I received Ph.D. degree in Biomedical Engineering from State Key Laboratory of Bioelectronics , School of Biological Science & Medical Engineering, Southeast University in 2009 In the same year, I joined School of Geography and Biological Information of Nanjing University of Posts and Telecommunications as an assistant professor. |
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| Research Interest: |
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My research interests include: Machine Learning, Bioinformatics, Pattern recognition and Data mining. Now I am working on Machine Learning Methods for analyzing Biomedical Data.
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Selected Publications |
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Jiansheng Wu, Xin Ma, Tong Zhou, Lihua Tang, Dong Hu. Prediction of G-Protein Coupled Receptors and Their Type. ACTA BIOPHYSICA SINICA, 2010,26 (2) :138-148. (In Chinese)
Jiansheng Wu, Dong Hu, Hongtao Wu, Jianming Xie, Xiao Sun. Comprehensive Analysis of Propensities of Amino Acids and Nucleotides Usage at Protein-Nucleic Acid Interfaces. ACTA BIOPHYSICA SINICA, 2010, 26(3):234-244. (In Chinese)
Xin Ma, Jian-Sheng Wu, Jing Guo, Hong-De Liu, Xi-Nan Yang, Jian-Ming Xie and Xiao Sun. Prediction of DNA-binding residues in proteins using evolutionary information combined with physicochemical properties.Int. J Data Mining and Bioinformatics. ( In press, The first co-author)
Xin Ma, Jing Guo, Jian-Sheng Wu, Hong-De Liu, Jia-Feng Yu, Jian-Ming Xie and Xiao Sun. Prediction of RNA-binding residues in proteins from primary sequence using an enriched random forest model with a novel hybrid feature. Proteins.(accepted)
Shancheng Yan, Dong Hu, Jian-Sheng Wu, Jiqing Qian, Yuanyuan Wang, Zhongdang Xiao. Rapid elongation of CdS nanowire at room temperature，Solid State Sciences 2010,12,1507-1510
Jiansheng Wu, Hongde Liu, Xueye Duan, Yan Ding, Hongtao Wu, Yunfei Bai,Xiao Sun.Prediction of DNA-binding residues in proteins from amino acid sequences using a random forest model with a hybrid feature. Bioinformatics，2009, 25(1):30-35.
Xin Ma, Jian-Sheng Wu, Hong-De Liu, Xi-Nan Yang, Jian-Ming Xie and Xiao Sun. A SVM-based Approach for Predicting DNA-binding Residues in Proteins from Amino Acid Sequences. International Joint Conferences on Bioinformatics, Systems Biology and Intelligent computing, ShangHai, China, August 3-5, 2009, 225-229.
Hongde Liu, Jiansheng Wu, Jianming Xie, Xi’nan Yang, Zuhong Lu, and Xiao Sun. Characteristics of Nucleosome Core DNA and Their Applications in Predicting Nucleosome Positions. Biophysical Journal , 2008, 94 :1–8.
ChiYu Zhang, JiFu Wei, Jiansheng Wu, WenRong Xu,Xiao Sun, ShaoHeng He.Evaluation of FORS-D Analysis: A Comparison with the Statistically Significant Stem-loop Potential. Biochem Genet. ,2008, 46:29-40.
Jiansheng Wu, Jianming Xie, Tong Zhou, Jianhong Weng, Xiao Sun. Support vector machine for prediction of horizontal gene transfers in bacteria genomes. Progress in Biochemistry and Biophysics, 2007, 34(7):724-731.
Jiansheng Wu, Hongtao Wu, Hongde Liu, Haoyan Zhou, Xiao Sun. Support Vector Machine for Prediction of DNA-binding Domains in Protein-DNA Complexes. Lecture Notes in Bioinformatics , 2007, 4689: 180-187.
Jiansheng Wu, Minjing Hu, Tong Zhou, Jianhong Weng, Peng Jiang, Xiao Sun. Support vector machine for prediction of siRNA silencing efficacy. Journal of Southeast University (English Edition), 2006, 22(4):501-504.
Jiansheng Wu, Xiao Sun. A SVM approach for detection of horizontal gene transfers in bacterial genomes. The 4’th International Forum on Post-Genome Technologies, Hangzhou, China, September 25-26, 2006. |
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| Correspondence: |
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