教育信息化研究中心

田娜

发布时间: 2016-09-19


姓名:田娜;
研究背景:University of Greenwich PhD;
职称:江南大学教育技术学副教授;
研究方向:机器学习,教育数据挖掘。


一、个人简介:

田娜,女,1983年3年29日,研究领域:机器学习,教育数据挖掘。
电子邮箱:tianna@jiangnan.edu.cn

二、教育背景:

2002.09-2006.06  江南大学 本科
2006.09-2008.06  江南大学 硕士
2008.09-2012.02  University of Greenwich PhD

三、工作经历:

2012.09-至今 江南大学 教育技术系

四、主讲课程:

程序设计基础C,数据结构

五、论文:PUBLICATIONS

1. Na Tian, J. Sun, W.B. Xu and C.-H. Lai, An improved quantum-behaved particle swarm optimization with perturbation operator and its application in estimating groundwater contaminant source, Inverse Problems in Science and Engineering, 19(2): 181-202, 2011. (10.1080/17415977.2010.531470)(SCI)
2. Na Tian, J. Sun,W.B. Xu and C.-H Lai, Estimation of unknown heat source function in inverse heat conduction problems using quantum-behaved particle swarm optimization, International Journal of Heat and Mass Transfer, 54(17-18): 4110-4116, 2011. (SCI)  (AUG)
3. Na Tian, J. Sun, W.B. Xu and C.-H. Lai, Quantum-behaved particle swarm optimization with ring topology and its application in estimating temperature-dependent thermal conductivity, Numerical Heat Transfer, Part B: Fundamentals, 60(2): 73-95, 2011. (SCI)
4. Na Tian, W.B. Xu, J. Sun and C.-H. Lai, Estimation of heat flux in inverse heat conduction problems using quantum-behaved swarm optimization, Journal of Algorithms and Computational Technology, 4 (1): 25-46, 2010. (EI)
5. Na Tian, C.-H. Lai, K. Pericleous, J. Sun and W.B. Xu, Contraction-expansion coefficient learning in quantum-behaved particle swarm optimization, International Symposium on Distributed Computing and Applications to Business Engineering and Science, 2011, 303-308, Wuxi, China. (EI)
6. Na Tian, W.B. Xu and C.-H. Lai, Estimation of Temperature-dependent thermal conductivity using Quantum-behaved particle swarm optimization, 17th UK National Conference on Computational Mechanics in Engineering, 2009, 327-332, Nottingham, UK.
7. Na Tian, Choi-Hong Lai, Parallel quantum-behaved particle swarm optimization, International Journal of Machine Learning and Cybernetics. 5(2), 309-318, 2014 April. (SCI) (DOI 10.1007/s13042-013-0168-2).
8. Na Tian, Longchao Zhu, Choi-Hong Lai, Estimation of heat transfer coefficient in inverse heat conduction problem using quantum-behaved particle swarm optimization with Tikhonov regularization, Journal of Algorithm and Computational Technology, 8(2), 233-248, 2014 May. (EI)
9. Na Tian, Zhicheng Ji, Choi-Hong Lai, Simultaneous estimation of nonlinear parameters in parabolic partial differential equation using quantum-behaved particle swarm optimization with Gaussian mutation, International Journal of Machine Learning and Cybernetics, 6(2), 307-318, 2015 April. (SCI)
10. Na Tian, Identification of boundary shape using a hybrid approach, International Journal of Machine Learning and Cybernetics, 6(3), 385-397, 2015 June. (DOI: 10.1007/s13042-014-0266-9). (SCI)
11. Na Tian, Zhicheng Ji, Pareto-ranking based quantum-behaved particle swarm optimization for multiobjective optimization, Mathematical Problems in Engineering. 2015, 1-10, (SCI-0.762)
12. 田娜, 朱龙超, 求解热传导系数反问题的量子行为粒子群算法, 计算机工程与应用, 50(24), 2014年12月, 266-270. (CSCD).
13. 田娜, 陈明选, 基于网络教学平台的学生学习行为聚类分析, 中国远程教育, 11, 38-41, 2014年11月.(10.13541/j.cnki.chinade.2014.11.007)(CSCDE核心).
14. 田娜, 纪志成, 带扰动算子的量子粒子群在水污染源识别中的应用, 系统仿真学报, 27(7), 2015年7月, 1628-1637. (CSCD).
15. 田娜,纪志成,改进量子粒子群求解多目标柔性作业车间调度,系统仿真学报,27(12), 2015年12月, 2948-2957. (CSCD)
16. Na Tian, Quantum-behaved particle swarm optimization with cooperative coevolution for large scale optimization, 14th International Symposium on Distributed Computing and Applications for Business Engineering and Science, Guiyang, China, Aug 18-24, 2015, pp: 82-85. (EI), IEEE Computer Society. (EI)
17. Na Tian, Meng Wang, An improved binary particle swarm optimization for 0-1 knapsack problem, Soft Computing, 2016. (EI)
                             

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