BIMK
Institute of
Bioinspired Intelligence and Mining Knowledge
Location:首页  Researchers  Teachers

程凡 (副教授/硕导)

2018-01-16

程凡(副教授/硕导)

●电  话:13856052060

●E-mail:chengfan@mail.ustc.edu.cn

●实验室主页:http://bimk.ahu.edu.cn

●个人主页:

            

主要研究方向:机器学习、网络搜索引擎优化、多目标进化优化


Education Experience:

Ø  2008.9~2012.11  University of Science and Technology of China, Ph.D.

Ø  2000.9~2003.6   Hefei University of Technology, M.S.

Ø  1996.9~2000.6   Hefei University of Technology, B.S.

Work Experience:

Ø 2012~present    Institutes of Physical Science and Information Technology, Anhui University, Associated Professor

主要工程项目:

Ø 教育部青年基金 “基于排序学习的信息检索模型研究”   (13YJC870003)  

Ø 安徽省高校自然科学研究重点项目 “排序学习算法的统计一致性及应用基础研究”  (KJ2015A070 )

获奖情况:

Ø 2015年合肥市科学技术三等奖 (排名第三)

Ø 安徽大学首届课堂教学优秀奖

学术兼职:

Ø 安徽省计算机学会ACF青年工作委员会委员


主要论著:

2019年

● Fan Cheng*, Guanglong Fu, Xingyi Zhang*, Jianfeng Qiu . Multi-objective evolutionary algorithm for optimizing the partial area under the ROC curve[J]. Knowledge-Based Systems, 2019. (SCI期刊,中科院 2区,Online).   [Download]

● Lei Zhang, ShangshangYang, Fan Cheng*. An indexed set representation based multi-objective evolutionary approach for mining diversified top-k high utility patterns[J]. Engineering Applications of Artificial Intelligence, 2019, 77: 9-20. (SCI期刊,中科院二区,已检索,通讯作者).   [Download]

● Jianfeng Qiu, Minghui Liu, Fan Cheng*. A Multi-Level Knee Point based Multi-Objective EvolutionaryAlgorithm for AUC Maximization[J]. Memetic Computing, 2019. (SCI期刊,中科院三区,Online,通讯作者).   [Download]


2018年

● Fan Cheng*, Xia Zhang et al. An adaptive mini-batch stochastic gradient method for AUC maximization[J]. Neurocomputing, 2018, 318: 137-150.(SCI期刊,中科院二区,已检索).   [Download]

● Fan Cheng*, Wei Guo, Xingyi Zhang. MOFSRank: A Multiobjective Evolutionary Algorithm for Feature Selection in Learning to Rank[J]. Complexity, 2018, 2018.(SCI期刊,中科院二区,已检索).    [Download]

● Fan Cheng*, Xia Zhang, Zhang C, et al. An Adaptive Robust Online Method for AUC Maximization [J]. IEEE Access, 2018, 6: 52004-52013. (SCI期刊,中科院二区,已检索).  [Download]

● Fan Cheng*, Tingting Cui, Xingyi Zhang. A local information based multi-objective evolutionary algorithm for community detection in complex networks[J]. Applied Soft Computing, Vol. 69, pp.357-367, 2018 (SCI期刊,中科院二区,已检索).   [Download]

● Lei Zhang, Guanglong Fu, Fan Cheng*. A Multi-Objective Evolutionary Approach for Mining Frequent and High Utility Itemsets[J]. Applied Soft Computing, Vol. 62, pp.974-986, 2018 (SCI期刊,中科院二区,已检索,通讯作者).   [Download]

● Ye Tian, Ran Cheng, Xingyi Zhang*, Fan Cheng, Yaochu Jin. An indicator based multi-objective evolutionary algorithm with reference point adaptation for better versatility[J]. IEEE Transactions on Evolutionary Computation. 2018, 22(4): 609-622 (SCI期刊,中科院一区,已检索).   [Download]

● Fan Cheng*, Dongliang Wang,Lei Zhang, Yansen Su, Jianfeng Qiu*. A Mini-Batch Stochastic Gradient Method for Sparse Learning to Rank[J]. International Journal of Innovative Computing, Information and Control. 2018, 14(4):1207-1221. (EI期刊,已检索).   [Download]


2017年

● Jianfeng Qiu, Juan Xie, Fan Cheng, Xuefeng Zhang, Lei Zhang*, A Hybrid Social Spider Optimization Algorithm with Differential Evolution for Global Optimization, Journal of Universal Computer Science, vol. 23, no. 7 (2017), 619-635 (SCI, JCR 4 class).                     [Download]

● Lei Zhang, Guanglong Fu, Fan Cheng*, Jianfeng Qiu and Yansen Su.  A Multi-Objective Evolutionary Approach for Mining Frequent and High Utility Itemsets.  Applied Soft Computing, 2017,  In press (SCI,JCR 2 class)           [Download]

● Yansen Su, Bangju Wang, Fan Cheng, Lei Zhang, Xingyi Zhang*, and Linqiang Pan, An algorithm based on positive and negative links for community detection in signed networks, Scientific Reports, 2017, Article number: 10874 (SCI, JCR 2 class).          [Download]

● Ye Tian, Ran Cheng, Xingyi Zhang*, Fan Cheng, Yaochu Jin, An indicator based multi-objective evolutionary algorithm with reference point adaptation for better versatility, IEEE Transactions on Evolutionary Computation, 2017, in press (SCI, JCR 1 class). The source code can be available from the multi-objective platform PlatEMO.                    [Download]

● Xingyi Zhang, Fuchen Duan, Lei Zhang*, Fan Cheng, Yaochu Jin and Ke Tang, Pattern recommendation in task-oriented applications: a multi-objective perspective, IEEE Computational Intelligence Magazine, 12 (3): 43-53, 2017. (SCI, JCR 2 class).
                  
[Download]


2016年

● FanCheng*,Yuan Zhou,Jian Gao, Shuang-qiu Zheng. Efficient Optimization of F-measure with Cost-Sensitive SVM. Mathematical Problems in Engineering, 2016,Vol. 2016(SCI, JCR 3 class)[Download]

● Fan Cheng, Yuan Zhou, Jian Gao, Shuangqiu Zheng. Efficient Optimization of F-measure with Cost-Sensitive SVM [J]. Mathematical Problems in Engineering, 2016, vol. (SCI期刊).[Download]

● Fan Cheng*, Ying Wang, Jing-Song Wang. Direct Optimization of Partial AUC with Tighter Non-convex Loss, Journal of Computational and Theoretical Nanoscience, 2016,13(1):928-935, (EI Indexed)              [Download]

2015年

● Fan Cheng*, Kang Yang, Lei Zhang. A Structural SVM Based Approach for Binary Classification under Class Imbalance, Mathematical Problems in Engineering, 2015.(SCI Indexed, IF:0.644,JCR 3 class)[Download]

Fan Cheng*, Deng-Di Sun, Ying Xie. TopRank: A Novel Top-k Ranking Method Based on Rank Aggregation, International Journal of Innovative Computing, Information and Control, 2015,11(2):759-772, (EI Indexed)                              [Download]

2013年

● Fan Cheng*, XU-FA Wang,Novel Non-Convex Online Algorithms for Robust Ranking,Journal of Information and Computational Science, 2013,10(17):5743-5761, (EI Indexed)          [Download]

2012年

● 程凡*,王煦法,基于非凸上界的ranking模型构造算法,华南理工大学学报(自然科学版), 2015,40(4):57-64, (EI Indexed)          [Download]

2011年

● Fan Cheng*, XU-FA Wang,RANK-META: A Two-stage Ranking Algorithm Based on Meta-Learning,Journal of Information and Computational Science, 2011,8(16):4317-4327, (EI Indexed)                        [Download]