程凡 (副教授/硕导)
- 电 话:13856052060
- E-mail:chengfan@mail.ustc.edu.cn
- 实验室主页:
- 个人主页:
996/09-2000/06,合肥工业大学,计算机系,学士2000/09-2003/06,合肥工业大学,计算机系,硕士2008/09-2012/11,中国科学技术大学,计算机科学与技术学院,博士2012年起,安徽大学计算机科学与技术学院 副教授/硕士生导师
● 教育部青年基金 “基于排序学习的信息检索模型研究” (13YJC870003)
● 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 )
2015年 合肥市科学技术三等奖 (排名第三)
无
-
2019年
● Jianfeng Qiu, Minghui Liu, Lei Zhang, Wei Li, Fan Cheng*. A multi-level knee point based multi-objective evolutionary algorithm for AUC maximization, Memetic Computing, 2019, DOI 10.1007/s12293-019-00280-7 [Download]
● Fan Cheng, Guanglong Fu, Xingyi Zhang*, Jianfeng Qiu. A multi-objective evolutionary algorithm for optimizing the partial area under the ROC curve, Knowledge-Based Systems, 2019, In press. [Download]
-
2018年
● Lei Zhang, Shangshang Yang, Xinpeng Wu, Fan Cheng*,Ying Xie and Zhiting Lin, An Indexed Set Representation based Multi-objective Evolutionary Approach for Mining Diversified Top-k High Utility Patterns, Engineering Applications of Artificial Intelligence, 2018, In press (SCI, JCR 2 class) [Download]
● Fan Cheng, Xia Zhang, Chuang Zhang, Jianfeng Qiu and Lei Zhang*, An Adaptive Robust Online Method for AUC Maximization, IEEE ACCESS, 2018, In press (SCI, JCR 2 Class). The Matlab code can be available from the download. [Download]
● Fan Cheng, Xia Zhang, Chuang Zhang, Jianfeng Qiu, and Lei Zhang*. An Adaptive Mini-Batch Stochastic Gradient Method for AUC Maximization. Neurocomputing, 2018, in press. (SCI, JCR 2 class) The Matlab code can be available from the download. [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,2018, 22(4): 609-622. The source code can be available from the multi-objective platform PlatEMO. [Download]
● Fan Cheng, Tingting Cui, Yansen Su, Yunyun Niu, and Xingyi Zhang*. A local information based multi-objective evolutionary algorithm for community detection in complex networks. Applied Soft Computing, 2018, in press. (SCI, JCR 2 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, 2018, 62:974-986 (SCI,JCR 2 class) The Matlab code can be available from the download. [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]
● 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. [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]