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)
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Xuesong Wang,
Lijing Li, Yuhu Cheng. An overlapping module identification method in
protein-protein interaction networks. BMC Bioinformatics, 2012.
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Yuhu
Cheng, Huanting Feng, Xuesong Wang. Efficient data use in incremental
Actor-Critic algorithms. Neurocomputing, 2012.
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Wang
Xuesong, Liu Qingfeng, Cheng Yuhu, Li Lijin. Missing value estimation for gene
expression profile data. Chinese Journal of Electronics, 2012.
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Qian
Zhang, Ming Li, Xuesong Wang, Yong Zhang. Reinforcement learning in robot path
optimization. Journal of Computer, 2012.
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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.
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Cheng
Yuhu, Tong Yaoyao, Wang Xuesong. Selective bayesian classifier based on
semi-supervised clustering. Chinese Journal of Electronics, 2012, 21(1): 73-77.
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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.
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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.
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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.
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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.
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[11]Cheng
Yuhu, Feng Huanting, Wang Xuesong. Actor-Critic learning based on adaptive
importance sampling. Chinese Journal of Electronics, 2010, 19(4): 583-588.
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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.
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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.
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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.
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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.
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Cheng
Yuhu, Wang Xuesong, Lei Ruhai. A fuzzy control system for path following
of mobile robots. ICIC Express Letters, 2009, 3(3): 403-408.
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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.
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Xuesong
Wang, Yuhu Cheng, Jianqiang Yi. A fuzzy Actor-Critic reinforcement learning
network. Information Sciences, 2007, 177(18): 3764-3781.
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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.
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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.
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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.
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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.
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Yuhu
Cheng, Xuesong Wang, Wei Sun. A study of constructive fuzzy normalized RBF
neural networks. Advanced Intelligent Computing Theories and Application, 2007:
1-10.
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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.
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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.
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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
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