王峰,女,工学博士,副教授。美国电子电气工程学会IEEE会员,IEEE SMC会员,ACM会员,中国计算机学会高级会员。2006年获得美国桑塔菲研究所研究资助访问研究学习。2007年到2008年、2010年多次访问香港城市大学电脑科学系开展合作研究。2008年7月进入武汉大学软件工程国家重点实验室工作。2011年9月至2012年9月在美国佐治亚理工学院进行博士后研究。主要研究方向为:机器学习、金融信息处理与数据挖掘。先后担任《IEEE Transactions on Circuits and Systems I》、《IEE Journal of IET Circuits, Devices & Systems》、《Algorithmica》、《International Journal of Information Technology & Decision Making》、《Neurocomputing》、STOC、CEC等国际重要期刊和会议担任审稿人。先后主持国家自然科学基金、教育部博士点基金及湖北省自然基金等项目,参与多项国家自然科学基金重大项目、香港研究资助局项目。在中国计算机学会推荐国际学术会议和期刊上发表论文10余篇。
2009.9-2009.12 博士生专业英语2010.9-2010.12 统计学习方法2013.9-2013.12 软件测试
1.国家自然科学基金青年基金“基于高维数据聚类的算法交易策略若干关键问题研究”(2012.1-2014.12),项目编号:61103125,主持。2.国家自然科学基金面上项目“广告拍卖市场均衡定价及计算”,(2012.1-2015.12),项目编号:61173011,参与(排名第二)。3.教育部博士点新教师基金“基于关联特征挖掘的算法交易决策模型研究”(2011.1-2013.12),项目编号:20100141120046,主持。4.湖北省自然科学基金“算法交易策略优化模型若干关键问题研究”(2011.1-2013.12),项目编号:2010CDB08504,主持。5.上海市智能信息处理重点实验室开放基金“基于关联特征挖掘的算法交易策略优化模型研究”(2010.11-2012.10),项目编号:IIPL-2010007,主持。6.武汉大学自主研究基金“基于网络信息挖掘的金融预测模型研究”(2009.11-2011.10),项目编号:6082018,主持。
期刊论文:1.Feng Wang, Zhiyi Lin, Cheng Yang, Yuanxiang Li. Using Selfish Gene Theory to Construct Mutual Information and Entropy based Cluster for Bivariate Optimizations. Soft Computing. 2011, 15(5): 907-915.(SCI)2.Feng Wang, Cheng Yang, Zhiyi Lin, Yuanxiang Li. Hybrid Sampling on Mutual Information Entropy-based Clustering Ensembles for Optimizations. Neurocomputing. 2010, 73: 1457-1464(SCI)3.Feng Wang, Keren Dong, Xiaotie Deng. Algorithmic Trading System: Design and Applications. Frontiers of Computer Science in China, 2009 3(2): 235-246 (SCI)4.Feng Wang, Yuanxiang Li, Li Li, Kangshun Li. Automated Analog Circuit Design Using Two-layer Genetic Programming. Applied Mathematics and Computation, 2007, 185 (2): 1087-1097 (SCI)5.Jianguo Liu, Zhixi Wu, Feng Wang. Opinion Spreading Consensus Formation on Complex Networks. International Journal of Modern Physics C (IJMPC), 2007, 18(7): 1087-1094 (SCI)会议论文:1.Feng Wang, Ling Liu, Chenxiao Dou. Stock Market Volatility Prediction: A Service-Oriented Multi-kernel Learning Approach. IEEE SCC 2012: 49-56 (EI)2.Feng Wang, Xiaodong Li, Chenxiao Dou. Analysis of Financial News Impact on Stock Based on a Statistical Learning Method with News Density. BIFE 2011: 124-127 (EI)3.Feng Wang, Keren Dong, Xiaotie Deng: Algorithmic Trading Strategy Optimization based on Mutual Information Entropy based Clustering. The 5th International Symposium on Intelligence Computation and Applications, ISICA 2010: 252-260 (EI)4.Feng Wang, Zhiyi Lin, Cheng Yang, Yuanxiang Li. SGMIEC: Using Selfish Gene Theory to Construct Mutual Information and Entropy based Cluster for Optimization. GECCO 2009: 1821-1822 (EI)5.Feng Wang, Yuanxiang Li, Cheng Yang. Covered Interest Arbitrage in Exchange Rate Forecasting Markets. FAW 2009: 85-96 (EI)6.Feng Wang, Zhiyi Lin, Cheng Yang, Yuanxiang Li. SGMIT: Using Selfish Gene Theory to Construct Mutual Information Trees for Optimization. GEC Summit 2009: 521-528 (EI)7.Feng Wang, Yuanxiang Li. A New Virtual Population based Incremental Learning Approach for Optimizations Using Selfish Gene Theory. ICNC-FSKD 2009:342-346. (EI)8.Feng Wang, Yuanxiang Li, Li Liang, Kangshun Li. Triangular Arbitrage in Foreign Exchange Rate Forecasting Markets. In proceeding of IEEE Congress on Evolutionary Computation 2008 (CEC 2008): 2370-2376 (EI)9.Feng Wang, Yuanxiang Li, Kangshun Li, Zhiyi Lin. A New Circuit Representation Method for Analog Circuit Design Automation. In proceeding of IEEE Congress on Evolutionary Computation 2008 (CEC 2008): 1976-1980 (EI)10.Feng Wang, Xiaobing Feng, Lu Tang. Microeconomic Modeling and Simulation of Exchange Rate with Heterogeneous Strategies. In proceeding of IEEE International Conference on Machine Learning and Cybernetics 2007: 2373 – 2378 (EI)11.Feng Wang, Yuanxiang Li. Analog Circuit Design Automation Using Neural Network-Based Two-Level Genetic Programming. In proceeding of IEEE International Conference on Machine Learning and Cybernetics 2006: 2087 – 2092 (EI)12.Feng Wang, Yuanxiang Li. Multi-objective Adaptive Scheme for Analog Circuit Design Based on Two-layer Genetic Programming. In proceeding of IEEE International Conference on Neural Networks and Brain 2005: 275-279 (EI)13.Xiaodong Li, Chao Wang, Jiawei Dong, Feng Wang, Xiaotie Deng, Shanfeng Zhu.Improving Stock Market Prediction by Integrating Both Market News and Stock Prices. DEXA 2011: 279-293 (EI)14.Xiaodong Li, Xiaotie Deng, Feng Wang, Keren Dong. Empirical Analysis: News Impact on Stock Prices Based on News Density. ICDM 2010: 585-592 (EI)15.Xing Xu, Yuanxiang Li, Shenlin Fang, Yu Wu, Feng Wang. A Novel Differential Evolution Scheme Combined with Particle Swarm Intelligence. IEEE Congress on Evolutionary Computation 2008 (CEC 2008):1057-1062 (EI)16.Kangshun Li, Jiusheng Liang, Wensheng Zhang, Feng Wang. New Method of Evolving Digital Circuit Based on Gene Expression Programming. IEEE Congress on Evolutionary Computation 2008 (CEC 2008):169-173 (EI)17.Kangshun Li, Wei Li, Zhangxin Chen, Feng Wang. A Particle Gradient Evolutionary Algorithm Based on Statistical Mechanics and Convergence Analysis. In proceeding of 7th International Meeting High Performance Computing for Computational Science 2006: 530-543 (EI)
1.Xiaotie Deng, Feng Wang, Keren Dong. Algorithmic Trading Strategy Making: Algorithms and Applications. Information Systems for Global Financial Markets: Emerging Developments and Effects. IGI Global, 2011.2.邓小铁,王峰. 算法交易及金融市场的套利分析。国家自然科学基金重大项目《非规范知识处理的基础理论与核心技术》专题专著,清华大学出版社, 2011。
已获授权专利:1. 王峰,李元香,王珑,刘海峰,危明,基于FPGA平台和演化硬件的图像加解密系统及其方法,专利号: ZL 201010103572.4 2. 王峰,李元香,王珑,刘海峰,聂鑫,基于FPGA平台的模糊逻辑控制器在线演化优化系统,专利号: ZL 201010103575.83. 王峰,李元香,刘海峰,王珑,雷新,柳林,一种遗传算法的软硬件协同工作实现方法,专利号:ZL 201010103573.9 4. 李元香,王峰,雷新,李康顺,吴胜阳,一种动态自适应演化最大功率点跟踪控制系统及方法,专利号: ZL 201110091745.X5. 李元香,聂鑫,王峰,刘罡,雷新,基于LUT级演化硬件的三模异构冗余容错方法,专利号:ZL 201110078073.4