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张春华
副教授、管理学博士、硕士生导师
主要研究方向：最优化方法；数据挖掘
办公室：信息楼339 8250-0694&zhangchunhua@ruc.edu.cn
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教育经历
1999年毕业于河北师范大学数学系；
1999年9月至2004年7月在中国农业大学读研究生，获得管理学博士学位 -
工作经历
2004年7月-2018年6月 中国人民大学信息学院
2018年7月-至今 中国人民大学数学学院
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科研成果
论文:
☆ Chunhua Zhang, Yingjie Tian, Naiyang Deng, The New Interpretation of Support Vector Machines on Statistical Learning Theory. Science China Mathematics, 53(1), pp 151-164, 2010/1. (SCI)
☆ Yuanhai Shao, Chunhua Zhang, Xiaobo Wang, Naiyang Deng. Improvements on Twin Support Vector Machines. IEEE Transactions on Neural Networks, 22(6), pp 962-968, 2011/6. (SCI)
☆ Zhang, Chunhua, Shao, Yuanhai, Tan, Junyan, Deng, Naiyang, Mixed-norm linear support vector machine, Neural Computing and Applications, 23: 2159-2166, 2013.(SCI)
☆ Junyan Tan, Zhiqiang Zhang, Ling Zhen, Chunhua Zhang(通讯作者), Naiyang Deng, Adaptive feature selection via a new version of support vector machine, Neural Computing and Applications, 2013(23): 937-945.(SCI)
☆ Chunhua Zhang, Xiaojian Shao, Dewei Li, Kernel-based Support Vector Classification based on C-SVC, Information Technology and Quantitative Management, pp. 1083-1090, Suzhou, China, 2013.
☆ Junyan Tan, Ling Zhen, Naiyang Deng, Chunhua Zhang(通讯作者)， A New Support Vector Machine for the Classification of Positive and Unlabeled Examples, The 11th International Symposium on Operations Research and its Applications, 2013,8.(EI)
☆ Yuanhai Shao, Chunhua Zhang(通讯作者), Zhimin Yang, Ling Jing, Naiyang Deng, An -twin support vector machine for regression, Neural Computing and Applications, 23: 175-185, 2012.(SCI)
☆ Yongcui Wang, Xianwen Ren, Chunhua, Zhang, Naiyang Deng, Xiangsun Zhang, Interrogating noise in protein sequences from the perspective of protein-protein interactions prediction, Journal of Theoretical Biology, 315卷, pp 64-70, 2012/12/21.(SCI)
☆ Yongcui Wang, Chunhua Zhang, Naiyang Deng, Yong Wang. Kernel Based Data Fusion Improves the Drug-protein Interaction Prediction. Computational Biology and Chemistry, 35(6), pp 353-362, 2011/12/14.(SCI)
☆ Yongcui Wang, Xianwei, Chunhua Zhang, Naiyang Deng, Xiangsun Zhang. Evaluating the denoising techniques in protein-protein interaction prediction, 5th IEEE International Conference on Systems Biology, ISB 2011, 2011/9/2-2011/9/4, pp 78-83, Zhuhai, China, 2011. (EI)
专著:
☆ Naiyang, Deng, Yingjie Tian, Chunhua Zhang, Support Vector Machines: Optimization based Theory, Algorithms and Applications. CRC Press, 2013.1
基金项目:
☆高阶高维张量回归的优化理论与算法 2018.1-2021.12国家自然科学基金面上项目子课题 (负责人)
☆具有可调节范数的支持向量机模型与算法的研究2013.1-2015.12国家自然科学基金青年基金 (负责人)
☆知识嵌入的支持向量机理论与算法研究2013.1-2.16.12国家自然科学基金面上项目子课题 (负责人)
☆基于最优化理论的支持向量机的研究 2006.10-2008.12中国人民大学科研基金 (负责人)