Prof. Xuesong Wang

China University of Mining and Technology, China

Email: wangxuesongcumt@163.com

Qualifications

2002  PH.D., China University of Mining and Technology, China

1999  M.S., China University of Mining and Technology, China

1996  B.S., Anhui University of Science and Technology, China

Publications (selected)

1. Xuesong Wang, Lijing Li, Yuhu Cheng. An overlapping module identification method in protein-protein interaction networks. BMC Bioinformatics, 2012.
2. Yuhu Cheng, Huanting Feng, Xuesong Wang. Efficient data use in incremental Actor-Critic algorithms. Neurocomputing, 2012.
3. Wang Xuesong, Liu Qingfeng, Cheng Yuhu, Li Lijin. Missing value estimation for gene expression profile data. Chinese Journal of Electronics, 2012.
4. Qian Zhang, Ming Li, Xuesong Wang, Yong Zhang. Reinforcement learning in robot path optimization. Journal of Computer, 2012.
5. Wang Xuesong, Li Lijing, Cheng Yuhu. Construction of gene regulatory networks with colored noise. Neural Computing and Applications, 2012, DOI: 10.1007/s00521-011-0584-8.
6. Cheng Yuhu, Tong Yaoyao, Wang Xuesong. Selective bayesian classifier based on semi-supervised clustering. Chinese Journal of Electronics, 2012, 21(1): 73-77.
7. Wang Xuesong, Liu Qingfeng, Cheng Yuhu, Li Lijing. Qualitative analysis of gene regulatory networks based on angular discretization. Chinese Journal of Electronics, 2011, 20(4): 646-650.
8. Wang Xuesong, Li Lijin, Cheng Yuhu. An improved Newman algorithm for mining overlapping modules from protein-protein interaction networks. Lecture Notes in Bioinformatics, 2011, 6840: 442-447.
9. Cheng Yuhu, Feng Huanting, Wang Xuesong. Actor-critic algorithm based on incremental least-squares temporal difference with eligibility trace. Lecture Notes in Artificial Intelligence, 2011, 6839: 183-188.
10. Gao Yang, Wang Xuesong, Cheng Yuhu, Pan Jie. Fault diagnosis using a probability least squares support vector classification machine. Mining Science and Technology, 2010, 20(6): 917-921.
11. [11]Cheng Yuhu, Feng Huanting, Wang Xuesong. Actor-Critic learning based on adaptive importance sampling. Chinese Journal of Electronics, 2010, 19(4): 583-588.
12. Cheng Yuhu, Wang Xuesong, Zhang Yiyang. A bayesian reinforcement learning algorithm based on abstract states for elevator group scheduling systems. Chinese Journal of Electronics, 2010, 19(3): 394-398.
13. Xuesong Wang, Yangyang Gu, Yuhu Cheng, Zheng Zhang. An ensemble classifier based on selective independent component analysis of DNA microarray data. Chinese Journal of Electronics, 2009, 18(4): 645-649.
14. Xuesong Wang, Yangyang Gu, Yuhu Cheng, Ruhai Lei. An ensemble classifier based on kernel method for multi-situation DNA microarray data. Lecture Notes in Computer Science, 2009, 5754: 46-54.
15. Xuesong Wang, Minlin Hao, Yuhu Cheng, Ruhai Lei. PDE-PEDA: a new Pareto-based multiobjective optimization algorithm. Journal of Universal Computer Science, 2009, 15(4): 722-741.
16. Cheng Yuhu, Wang Xuesong, Lei Ruhai. A fuzzy control system for path following of mobile robots. ICIC Express Letters, 2009, 3(3): 403-408.
17. Xuesong Wang, Minlin Hao, Yuhu Cheng. On the use of differential evolution for forward kinematics of parallel manipulators. Applied Mathematics and Computation, 2008, 205(2): 760-769.
18. Xuesong Wang, Yuhu Cheng, Jianqiang Yi. A fuzzy Actor-Critic reinforcement learning network. Information Sciences, 2007, 177(18): 3764-3781.
19. Xuesong Wang, Yuhu Cheng, Guangzheng Peng. Modeling and self-tuning pressure regulator designing for pneumatic-pressure-load system. Control Engineering Practice, 2007, 15(9): 1161-1168.
20. Xuesong Wang, Xilan Tian, Yuhu Cheng. Value approximation with least squares support vector machine in reinforcement learning system. Journal of Computational and Theoretical Nanoscience, 2007, 4(7/8): 1290-1294.
21. Wang Xuesong, Cheng Yuhu, Sun Wei. A proposal of adaptive PID controller based on reinforcement learning. Journal of China University of Mining and Technology, 2007, 17(1): 40-44.
22. Xilan Tian, Xuesong Wang, Yuhu Cheng. A self-tuning fuzzy controller for networked control system. International Journal of Computer Science and Network Security, 2007, 7(1): 97-102.
23. Yuhu Cheng, Xuesong Wang, Wei Sun. A study of constructive fuzzy normalized RBF neural networks. Advanced Intelligent Computing Theories and Application, 2007: 1-10.
24. Wang Xuesong, Cheng Yuhu, Sun Wei. Multi-step predictive control with TDBP method for pneumatic position servo system. Transactions of the Institute of Measurement and Control, 2006, 28(1): 53-68.
25. Wang Xuesong, Cheng Yuhu, Sun Wei. Iterative learning controller for trajectory tracking tasks based on experience database. Lecture Notes in Artificial Intelligence, 2006, 3930: 780-789.
26. Wang Xuesong, Cheng Yuhu, Sun Wei. Q learning based on self-organizing fuzzy radial basis function network. Lecture Notes in Computer Science, 2006, 3971: 607-615.

Profile Details:

Null