中文  |  English
中心成员
当前位置 >> 首页 >> 中心成员 >> 研究人员
朱山风 副教授
发表时间:2014-11-25 阅读次数:3929次

朱山风  副教授

复旦大学 计算机学院

电子邮箱:zhusf@fudan.edu.cn
电话:86-21-55664712
个人主页: http://datamining-iip.fudan.edu.cn

 

背景:

1999-2003  理学博士  香港城市大学,计算机科学

1996-1999  理学硕士  武汉大学,计算机专业

1992-1996  理学学士  武汉大学,计算机专业
 

主要研究方向:

数据挖掘,机器学习,信息检索以及智能信息处理

 

代表性论文:

(一)信息检索与生物医学文本挖掘

1. Ke Liu, Junqiu Wu, Shengwen Peng, Chengxiang Zhai, Shanfeng Zhu*, The Fudan-UIUC Participation in the BioASQ Challenge Task 2a: The Antinomyra system. CLEF (Working Notes) 2014: 1311-1318 (Winner of CLEF2014 BioASQ Task2a Competition)
2. Jun Gu, Wei Feng, Jia Zeng, Hiroshi Mamitsuka, Shanfeng Zhu* Efficient Semi-supervised MEDLINE Document Clustering with MeSH Semantic and Global Content Constraints. IEEE Transactions on Cybernetics, 43 (4), 1265–1276, (2013)
3. Shanfeng Zhu*, Jia Zeng, Hiroshi Mamitsuka: Enhancing MEDLINE document clustering by incorporating MeSH semantic similarity. Bioinformatics 25(15): 1944-1951 (2009)
4. Shanfeng Zhu*, Ichigaku Takigawa, Jia Zeng, Hiroshi Mamitsuka: Field independent probabilistic model for clustering multi-field documents. Information Processing & Management. 45(5): 555-570 (2009)

(二)药物发现

5. Xiaodong Zheng, Hao Ding, Hiroshi Mamitsuka, Shanfeng Zhu*: Collaborative matrix factorization with multiple similarities for predicting drug-target interactions. KDD 2013: 1025-1033
6. Shanfeng Zhu, Yasushi Okuno, Gozoh Tsujimoto, Hiroshi Mamitsuka: A probabilistic model for mining implicit 'chemical compound-gene' relations from literature. Bioinformatics. 2005 Sep 1;21 Suppl 2:ii245-51

(三)免疫信息与计算疫苗学

7. Linyuan Guo, Cheng Luo , Shanfeng Zhu* MHC2SKpan: A novel kernel based approach for pan-specific MHC class Ⅱ peptide binding prediction BMC Genomics 14 Suppl 5, S11,(2013)
8. Lianming Zhang, Yiqing Chen, Hau-San Wong, Shuigeng Zhou, Hiroshi Mamitsuka, Shanfeng Zhu *. TEPITOPEpan: Extending TEPITOPE for Peptide Binding Prediction Covering over 700 HLA-DR Molecules. PLoS ONE. 7(2):e30483, (2012)
9. Xihao Hu, Wenjian Zhou, Keiko Udaka, Hiroshi Mamitsuka, Shanfeng Zhu*: MetaMHC: a meta approach to predict peptides binding to MHC molecules. Nucleic Acids Research 38: W474-479 (2010) (Winner of Machine Learning in Immunology Competition 2009 on HLA-A*0101(9-mer) )
10.Shanfeng Zhu, Keiko Udaka, John Sidney, Alessandro Sette, Kiyoko F. Aoki-Kinoshita, Hiroshi Mamitsuka: Improving MHC binding peptide prediction by incorporating binding data of auxiliary MHC molecules. Bioinformatics 22(13): 1648-1655 (2006)
 

 

 

版权所有 复旦大学计算系统生物学中心 技术支持:维程互联
地址:上海市邯郸路220号