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程 凡


发表日期:2018-03-23 供稿:管理员

 


安徽大学研究生导师简介

院(系、所):计算机科学与技术学院

姓名: 程凡

性别:

出生年月:  19793

导师类别:硕士研究生导师

技术职称:副教授

联系方式

chengfan@mail.ustc.edu.cn

招生专业名称

计算机科技、软件工程

主要研究方向

机器学习

信息检索(搜索引擎优化)

进化多目标优化

个人简历

2000年合肥工业大学计算机学院获得学士学位;

2003年合肥工业大学计算机学院获得硕士学位;

2012年中国科学技术大学计算机学院获得博士学位;

2012起在 安徽大学计算机学院担任副教授、硕士生导师。

学术成果

程凡,博士,安徽大学计算机科学与技术学院副教授、硕士生导师安徽大学青年骨干教师象。在KBSEAAIASCNeurocomputingIEEE ACCESS等重要SCI期刊发表学术论文30余篇,其中第一/通讯作者发表JCR2区以上7篇。主持或参与完成多项国家级省部级项目,现主持安徽省自然科学基金面上项目1项,教育部人文青年项目1项。担任IEEE  Transactions on Systems, Man and CyberneticsApplied Soft ComputingInternational Journal of Bio-Inspired ComputationNeurocomputing、电子学报、系统工程理论与实践等学术期刊审稿人。申请国家发明专利10余项。担任安徽省计算机学会ACF青年工作委员会委员。


近年部分学术论文成果如下

[1] 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).

[2] 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).

[3]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).

[4]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).

[5]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).

[6] 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).

[7] 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).

[8] 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).

[9] 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).

[10] 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).

[11] Fan Cheng*, Yuan Zhou, Jian Gao, Shuang-qiu Zheng. Efficient Optimization of F-measure with Cost-Sensitive SVM. Mathematical Problems in Engineering, 2016,Vol. 2016 (SCI/EI期刊,已检索).

[12] Fan Cheng*, Ying Wang, Jing-Song Wang. Direct Optimization of Partial AUC with Tighter Non-convex Loss, Journal of Computational and Theoretical Nanoscience, Vol.13No.1pp. 928-9352016. (SCI/EI期刊,已检索).

[13] 程凡*,杨康,周源,一种面向不平衡数据集的直接优化G-TP/PR算法,小型微型计算机系统,第37卷,第10期,11-182016. (CSCD核心期刊已检索).

[14] Fan Cheng*, Kang Yang, Lei Zhang. A Structural SVM Based Approach for Binary Classification under Class Imbalance,Mathematical Problems in Engineering, 2015,Vol. 2015 (SCI/EI期刊,已检索).

[15] 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, Vol. 11,No.2, pp.759-772, 2015. (EI期刊,已检索)

[16] Fan Cheng*, XU-FA WangNovel Non-Convex Online Algorithms for Robust RankingJournal of Information and Computational Science10卷,第17期,5743-57612013. (EI期刊,已检索)

[17] Fan Cheng*, XU-FA WangRANK-META: A Two-stage Ranking Algorithm Based on Meta-Learning, Journal of Information and Computational Science8,16,4317-4327,2013. (EI期刊,已检索)
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8]
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),第40457-642012.  (EI期刊,已检索)

[19]程凡*, 王煦法,一种新型直接优化NDCG的排序模型构造算法,中国科学技术大学学报,第43卷,第1期,22-302013. (CSCD核心期刊已检索).

[20] Jianfeng Qiu, Juan Xie, Fan Cheng, Xuefeng Zhang, Lei Zhang. A hybrid social spider optimization algorithm with differential evolution for global optimization[J]. Journal of Universal Computer Science. 2017, 23(7): 619-635 (SCI期刊已检索).



获奖情况

合肥市科技进步三等奖

安徽大学首届课堂教学优秀奖

在研项目

主持或参与完成多项国家级省部级项目,现主持的在研项目:

  1. 教育部人文青年基金,大数据环境下基于排序学习的高精度检索模型研究(18YJC870004),  2018.09-2021.07. 在研

  2. 安徽省自然科学基金面上项目,大数据环境下的排序学习若干关键问题研究(1708085MF166, 2017.09-2019.06. 在研



填表时间:201937