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张 磊


发表日期:2018-03-23 供稿:管理员
姓名: 张磊
性别: 男 
出生年月:1986年5月
 
导师类别:硕士生导师
技术职称: 副教授
联系方式
Tel: 18656556957  Email: zl@ahu.edu.cn 
招生专业名称
 计算机科学与技术、软件工程
主要研究方向
1. 数据挖掘
2. 社会网络分析
3. 多目标优化及其应用
个人简历

男,工学博士,安徽大学计算机学院副教授,硕士生导师。ACM 会员、CCF 会员。作为负责人先后主持了国家自然科学基金青年项目、计算智能和信号处理教育部重点实验室开发课题(重点、安徽大学引进人才基金等项目。本科就读于安徽农业大学计算机学院,博士毕业于中国科学技术大学计算机学院。主要研究方向为数据挖掘、社会网络分析、进化多目标优化及其应用研究等,在国际重要学术期刊和会议上发表SCI/EI论文40篇,其中:期刊论文20篇(JCR 一区文章4篇,二区文章6篇,三区文章3篇),会议论文20篇(CCF推荐A类文章1篇,B类文章3篇,C类文章8篇);获得数据库知名国际会议CIKM 2012最佳学生论文奖CCF 推荐B类会议)2015安徽大学“感念师恩”最受欢迎的老师。个人主页:http://bimk.ahu.edu.cn/index.php?s=/Index/Researchers/detail/id/10.html

学术成果

代表性文章(第一作者/通讯作者)

[1] 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, 2019, 77:9-20  (SCI, JCR 2 class)

[2] 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 (SCIJCR 2 class )

[3] Lei Zhang, Hebin Pan, Yansen Su, Xingyi Zhang*,and Yunyun Niu. A mixed representation based multi-objective evolutionary algorithm for overlapping community detection. IEEE Transactions on Cybernetics, 2017,47(9): 2703-2716.(SCIJCR 1 class)

[4] Lei Zhang, Ping Luo*, Enhong Chen*, Min Wang, Revisiting bound estimation   of pattern measures: A generic framework. Information Sciences, 2016, 339(1):254–273 (SCI, JCR 1 class)

[5] Lei Zhang, Ping Luo*, Linpeng Tang, Enhong Chen*, Qi Liu, Min Wang, Hui

Xiong, Occupancy-based frequent pattern mining. ACM Transactions on Knowledge Discovery from Data, 2015, 10(2): 14:1-14:33. (SCI, JCR 3 class)

[6] Lei Zhang, Linpeng Tang, Ping Luo*, Enhong Chen, Limei Jiao, Min Wang,Guiquan Liu. Harnessing the wisdom of the crowds for accurate web pageclipping. In Proceedings of the 18th ACM SIGKDD International Conference onKnowledge and Date Mining, 2012, Beijing, KDD’12, pp. 570-578 (EI, CCF A类会议)

[7]Lei Zhang, Guiquan Liu, Enhong Chen*, A hybrid approach based on regressiontree and radial-based function network for dynamic storage device performanceprediction. In: Proceedings of 2011 International Conference on ComputerScience and Service System, 2011, Nanjing, CSSS 2011, pp. 21-25. (EI)

[8]Lei Zhang, Guiquan Liu, Xuechen Zhang, Song Jiang, Enhong Chen*, Storagedevice performance prediction with selective bagging classification and regressiontree. In: Proceedings of IFIP International Conference on Network and ParallelComputing, 2010, Zhengzhou, NPC 2010, pp. 121-133. (EI, CCF C)

[9] Xingyi Zhang, Kefei Zhou, Hebin Pan, Lei Zhang*, Xiangxiang Zeng and Yaochu Jin, A network reduction based multi-objective evolutionary algorithm for community detection in large-scale complex networks, IEEE Transactions on Cybernetics, 2018, In press (SCI, JCR 1 class) 

[10] Jianfeng Lin, Lei Zhang*, Ming He, Hefu Zhang, Guiquan Liu*, Xiuyuan Chen, Zhongming Chen, Multi-Path Relationship Preserved Social Network Embedding, IEEE ACCESS, 2019, In press (SCI, JCR 2 class)

[11] Fan Cheng, Xia Zhang, Chuang Zhang, Jianfeng Qiu and Lei Zhang*, An Adaptive Robust Online Method for AUC Maximization, IEEE ACCESS, 6: p 52004-52013 (SCI, JCR 2 class) 

[12] Fan Cheng, Xia Zhang, Chuang Zhang, Jianfeng Qiu, and Lei Zhang*. An Adaptive Mini-Batch Stochastic Gradient Method for AUC Maximization. Neurocomputing, 2018, 318: 137-150.  (SCI, JCR 2 class) 

[13]Xingyi Zhang, Fuchen Duan, Lei Zhang*, Fan Cheng, Yaochu Jin and KeTang, Pattern recommendation in task-oriented applications: a multi-objective perspective, IEEE Computational Intelligence Magazine, 12 (3): 43-53, 2017. (SCI, JCR 1 class)

[14] JianfengQiu, Juan Xie,Fan Cheng, Xuefeng Zhang and Lei Zhang*, A Hybrid Social Spider Optimization Algorithm with Differential Evolution for Global Optimization, Journal of Universal Computer Science, 23 (7): 619-635, 2017. (SCI, JCR 4 class)

[15]Xingyi Zhang, Jun Li and Lei Zhang*, A Multi-objective Membrane Algorithm Guided by Skin Membrane, Natural Computing, 2016, 15(4): 597-610.(SCI,JCR 4 class)

[16] 张兴义, 蒋小三, 张磊*. 基于权值向量的偏好多目标优化方法, 电子学报, 2016,4411):2639-2645. (EI)

获奖情况
1. 2015 安徽大学“感念师恩"最受欢迎的老师;
2. 2012 ACM CIKM2012 最佳学生论文奖(CCF 推荐B 类会议);
在研项目

1、主持国家自然基金青年科学基金项目,基于多目标优化的约束模式挖掘方法研究(61502001),20万元

2、主持国家自然基金面上基金项目子课题融合深度学习与进化优化的多源异构用户生成内容个性化搜索,61876184, 12万元。