王峰 (武汉大学计算机学院 软件工程系 军民融合技术研究中心 )

 王峰
  • 姓名:   王峰
  • 主页:  https://fengwangwhu.github.io/
  • 性别:  
  • 职称:  副教授 (硕导)
  • 学历学位:  博士
  • 电话:  68776052
  • 办公地点:  
  • E-mail:  fengwang@whu.edu.cn
  • 领域:  大数据挖掘管理与分析,机器学习与智能交互,模式识别,人工智能,智能计算
  • 招生信息:  2018年度招收硕士0名,招收方向:计算机科学与技术(学硕),计算机技术(专硕)。 招收博士0名,招收方向:...请选择...。

机器学习、金融信息处理与智能优化

  • 2006.09-2008.08  香港城市大学计算机科学系 联合培养博士生

  • 2005.09-2008.06  武汉大学计算机学院   博士

  • 2003.09-2005.06  武汉大学计算机学院   硕士

  • 1999.09-2003.06  武汉大学计算机学院   本科

  • 2011.09-2012-09   美国佐治亚理工学院计算机学院  博士后

  • 2010.01-2010.04   香港城市大学计算机科学系  高级研究员

  • 2007.08-2008.08   香港城市大学计算机科学系  研究助理

  • 2006.07-2006.08   美国桑塔菲研究所          访问学生

  • 数据结构与算法(本科生)

  • 数字图像处理(本科生)

  • 信息系统导论(本科生)

  • 高级算法设计与分析(研究生)

Selected Publications:

Book Chapters

1.  Xiaotie Deng, Feng Wang. Algorithmic Trading and Arbitrage Analysis in Financial Market. Tsinghua University Press. 2011.

2.  Xiaotie Deng, FengWang, Keren Dong. Algorithmic Trading Strategy Making Algorithms

and Applications. Information Systems for Global Financial Markets: Emerging Developments and Effects. IGI Global. 2011.

 

Journal Papers

1. Feng Wang*, Heng Zhang, Kangshun Li, Zhiyi Lin, Jun Yang, Xiao-Liang Shen. A Hybrid Particle Swarm Optimization Algorithm Using Adaptive Learning Strategy. Information Sciences, 2018, 436-437: 162-177.

2. Jingling Zhou, Feng Wang*, Jianrong Xu, Yun Yan, Huiqing Zhu. A Novel Character Segmentation Method for Serial Number on Banknotes with Complex Background.  Journal of Ambient Intelligence and Humanized Computing. 2018: 1-15. https://doi.org/10.1007/s12652-018-0707-5

3. Hongrun Wu, Li Kuang, Feng Wang*, Qi Rao, Maoguo Gong, Yuanxiang Li. A Multiobjective Box-Covering Algorithm for Fractal Modularity on Complex Networks. Applied Soft Computing, 2017, 61:294-313.

4. Feng Wang*, Yongquan Zhang, Qi Rao, Hao Zhang. Exploring Mutual Information based Sentimental Analysis with Kernel based Extreme Learning Machine for Stock Prediction. Soft Computing, 2017, 21 (12):3193-3205.

5. Xiaodong Li, Haoran Xie, Ran Wang, Yi Cai, Jingjing Cao, Feng Wang, Xiaotie Deng. Empirical Analysis: Stock Market Prediction via Extreme Learning Machine. Neural Computing & Applications, 2016, 27(1):67-78. 

6. Xiaodong Li, Xiaotie Deng, Shanfeng Zhu, Feng Wang*, Haoran Xie. An Intelligent Market Making Stragegy in Algorithmic Trading. Frontiers of Computer Science, 2014, 8(4): 596-608.

7. 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.

8Feng Wang*, Cheng Yang, Zhiyi Lin, Yuanxiang Li. Hybrid Sampling on Mutual Information Entropy-based Clustering Ensembles for Optimizations. Neurocomputing. 2010, 73: 1457-1464

9. Feng Wang*, Keren Dong, Xiaotie Deng. Algorithmic Trading System: Design and Applications. Frontiers of Computer Science, 2009 3(2): 235-246  

10.   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

 

Conference Papers

1.      Li Kuang, Feng Wang*, Heng Zhang, Yuanxiang Li. Statistical Analysis of Social Coding in GitHub Hypernetwork. SEAL 2017: 883-895.

2.      Feng Wang, Qi Rao, Yongquan Zhang, Xu Chen. Robust Sparse Subspace Learning for Unsupervised Feature Selection. IJCNN 2016: 4205-4212.

3.      Feng Wang, Yongquan Zhang, Hang Xiao, Li Kuang, Yi Lai. Enhancing Stock Price Prediction with a Hybrid Approach Base Extreme Learning Machine. ICDM Workshop 20151568-1575.

4.      Li Kuang, Feng Wang*, Yuanxiang Li, Haiqiang Mao, Min Li, Fei Yu. A Discrete Particle Sware Optimization Box-covering Algorithm for Fractal Dimension on Complex Networks. CEC 2015.

5.      Feng Wang, Zhiyong Zhao, Xiaodong Li, Fei Yu, Hao Zhang. Stock Volatility Prediction Using Multi-Kernel Based Extreme Learning Machine. IJCNN 2014: 3078-3085.

6. Li Kuang, Zhiyong Zhao, Feng Wang*, Yuanxiang Li, Fei Yu, Zhijie Li. A Differential Evolution Box-Covering Algorithm for Fractal Dimension on Complex Networks. CEC 2014 : 693-699.

7. Feng Wang, Ling Liu, Chenxiao Dou. Stock Market Volatility Prediction: A Service-Oriented Multi-kernel Learning Approach. IEEE SCC 2012: 49-56


1.      国家自然科学基金面上项目动态环境下解空间自学习多目标进化算法及应用研究2018.1-2021.12),项目编号:61773296 主持。

2.      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。

3.      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)。

4.      国家自然科学基金面上项目面向运行性能改善的SaaS软件部署方案自优化方法,(2014.1-2017.12),项目编号:61373038,参与(排名第三)。

5.      国家自然科学基金海外及港澳学者合作研究基金网络电子图书的自动编辑与维护,(2011.1-2012.12),项目编号:61028003,参与。

6.      教育部博士点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。

7.      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。

8.      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。

9.      中央高校研究基金基于深度学习的社交金融网络数据挖掘及其在投资决策中的应用研究2018.1-2019.12),项目编号:2042018kf0224,主持。

10.   中央高校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。




Research Team

 

Miss Jingling Zhou, Master 2017

Mr. Heng Zhang, Master 2017

Mr. Yaoyu Zhao, Master 2017

Mr. Jiajun Wu, Master 2017

Miss Huiqing Zhu, Master 2017

Miss Anran Zhang, Bachelor, 2015

Miss Shuwen Wang, Bachelor, 2015

Mr. Yixuan Li, Master, 2018

 

Alumni

 

Mr. Hang Xiao, Master 2016 (Alibaba)

Mr. Qiang Wan, Master 2016 (Guotai Junan Securities)

Mr. Feng Jiang, Master 2016 (Dianping)

Mr. Jianrong Xu, Master 2017 (Sunlands)

Mr. Siwu Wang, Master 2017 (China UnionPay)

Mr. Yun Yan, Master 2018 (Baidu)

中国计算机学会高级会员,中国仿真学会智能仿真与优化专委会副秘书长。


 Conference Organizers and Program Committees

l  Conference Organizers: ICA3PP 2018 Workshop Co-Chair, ICACI 2018 Special Session Chair, ISICA 2017 Session Chair, ISICA 2015 Session Chair, FAW 2010 Organization Chair

l  Program Committee Member: ICACI 2018, SEAL 2017, ISICA 2017, ISICA 2015, ISICA 2011, FAW 2010

Journal or Conference Reviews

l  Journal Reviewer: IEEE Transactions on Evolutionary Computation, IEEE Transactions on Cloud Computing, IEEE Transactions on Circuits and Systems I, Information Science, Algorithmica, Swarm and Evolutionary Computation, Knowledge-Based Systems, Neurocomputing, Engineering Applications of Artificial Intelligence, International Journal of Pattern Recognition and Artificial Intelligence, Neural Computing and Applications, European Journal of Finance, Soft Computing, International Journal of Information Technology and Decision Making, IEE Journal of IET Circuits, Devices and Systems.

l  Conference Reviewer: ICIC 2018, ICACI 2018, IJCNN 2018, SEAL 2017, IJCNN 2016, WWW2015, FAW 2010


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