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
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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]
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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]
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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]
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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]
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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]
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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]
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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]
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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]