电气工程学院
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宗瑜
发布人:许钢  发布时间:2017-03-17   动态浏览次数:997

1、基本信息

宗瑜,男,博士,教授,硕士生导师,安徽六安人。Emailzongyu@wxc.edu.cnNick.zongy@gmail.com

2、研究领域

数据挖掘、智能算法、个性化推荐 

3、教育背景

1995.9-1999.7    安徽省农业大学计算机应用专业学习,本科;

2003.9-2005.6 大连理工大学攻读硕士学位,硕士;

2006.9-2010.6 大连理工大学攻读博士学位,博士;

2008.9-2010.3 获国家留学基金委建设高水平大学项目资助,在澳大利亚维多利亚大学信息应用中心做联合培养博士生;

2011.12-2015.6 中国科学与技术大学,博士后;

2016.05-2016.10 美国德克萨斯农工大学 高级访问学者

4、主持项目

[1] 2008.1-2009.7 安徽省高校省级自然科学一般项目:子空间聚类算法研究及其在入侵检测中的应用,KJ2008B133.

[2] 2012.1-2014.12安徽省自然科学基金面上项目:面向标注的用户社区发现模型研究与应用,1208085MF95.

[3] 2012.1-2014.12 安徽省高校省级自然科学重点项目:面向Web标注聚类模型的研究与应用,KJ2012A273.

[4] 2013.1-至今 安徽省人社厅留学人员科技活动项目择优资助项目:社交网络挖掘与安全关键技术研究与实现.

5、已发表学术论文

[1] Xin Li, Guandong Xu, Enhong Chen, Yu Zong. Learning recency based comparative choice towards point-of-interest recommendation. Expert System and Application, 2015, 42(9): 4274-4283 (SCI检索)

[2] Guandong Xu, Yu Zong, Ping Jin, Rong Pan, Zongda Wu.KIPTC: a kernel information propagation tag clustering algorithm. Journal of Intelligent Information System. 2015,45(1): 95-112. (SCI检索)

[3] 金萍, 宗瑜,曲世超,胡燕,田园.面向不确定数据的近似骨架启发式搜索算法.南京大学学报(自然科学版), 2015,1(51):197-205.

[4] Xin Li, Lei Zhang, Ping Luo, Enhong Chen, Guandong Xu, Yu Zong, Chu Guan. Mining user tasks from print logs. IJCNN 2014: 1250-1257. (EI检索)

[5] Hanchao Wang, Lili Zhou, Yu Zong, Lei Zhang, Enhong Chen, Xin Li, Jun Chen. An Intelligent Search Platform for Business News. WAIM 2014: 744-755. (EI检索)

[6] Ping Jin, Shichao Qu, Yu Zong, Xin Li.CUDAP: A Novel Clustering Algorithm for Uncertain Data Based on Approximate Backbone. Journal of Software, 2014,9(3): 732-737. (EI检索)

[7] Yu Zong, Ping Jin, Guandong Xu, Rong Pan. A Clustering Algorithm based on Local Accumulative Knowledge. Journal of Computer,2013, 8(2): 365-371. (EI检索)

[8] Xin Li, Lei Zhang, Enhong Chen, Yu Zong, Guandong Xu.Mining Frequent Patterns in Print Logs with Semantically Alternative Labels. ADMA,2013 (2): 107-119. (EI检索)

[9] 宗瑜, 金萍, 徐贯东, 郭有强. 面向标注的局部中心度传播聚类算法. 哈尔滨工程大学学报,2013,3(4):1-6. (EI检索)

[10] ZongDa Wu, GuanDong Xu, Yu Zong, Xun Yi, EnHong Chen, YanChun Zhang. Executing SQL queries over encrypted character strings in the Database-As-Service model. Knowledge-based System, 2012(35):332-348. (SCI检索,Corresponding author)

[11] Rong Pan, Guandong Xu, Peter Dolog, Yu Zong. Group Division for Recommendation in Tag-Based Systems. CGC 2012: 399-404. (EI检索)

[12] Yu Zong, Yanchun Zhang, He Jiang, MingChu Li. A Robust Iterative Refinement Clustering Algorithm based on Smoothed Search Space. Knowledge-based System, 2010(23):389-396. (SCI检索)

[13] Yu Zong, Guandong Xu, Ping Jin, Xun Yi, Enhong Chen, Zongda Wu.A projective clustering algorithm based on significant local dense areas. IJCNN 2012: 1-8.(EI检索)

[14] Hong Li, Yu Zong, Kunlun Wang, Buxiao Wu. A Novel Classification Algorithm to Noise Data. ICSI (2) 2012: 192-199.(EI检索)

[15] 宗瑜,金萍,陈恩红,李红. 面向Weblog的模糊协同聚类算法.电子信息学报, 2012,34(3):543- 548. (EI检索)

[16] Yu Zong, Guandong Xu, YanChun Zhang, He Jiang, MingChu Li. HC_AB: A New Heuristic Clustering Algorithm based on Approximate Backbone. Information Processing Letter, 2011,111(3): 857-863. (SCI检索)

[17] Yu Zong, Guandong Xu, Ping Jin et al. A Local Information Passing Clustering Algorithm for tagging systems. the 2nd International Workshop on Social Networks and Social Media Mining on the Web (SNSMW), 2011.

[18] Guandong Xu, Yu Zong, Rong Pan, Peter Dolog, Ping Jin. On Kernel Information Propagation for Tag Clustering in Social Annotation Systems. KES 2011.(EI检索)

[19] Yu Zong, Guandong Xu, P. Dolog, Yanchun Zhang. Co-clustering for Weblogs in Semantic Space. WISE 2010, 2010:120-127. (EI检索)

[20] Guandong, Xu Yu, Zong Yanchun Zhang. Co-clustering of Web Usage Logs using Bipartite Spectral Clustering. KES 2010: 398-407.(EI检索)

[21] 宗瑜, 徐贯东, 李明楚, 张彦春. 局部显著单元高维聚类算法. 电子与信息学报, 2010,32(11):2707-2712. (EI检索)

[22] 宗瑜,徐贯东,张彦春,李明楚. 节点优先级导向聚类算法. 控制与决策, 2010,26(1):879-882.(EI检索)

[23] 金萍, 宗瑜, 李明楚. 共有信息导向的启发式聚类算法. 计算机工程与应用,2010,46(31):50-53.

[24] QuBing Zhou, Gandong Xu, Yu Zong. Web co-clustering of usage network using tensor decomposition. WI-IAT2009. (EI检索).

[25] 宗瑜,江贺,李明楚. 近似骨架导向的归约聚类算法. 电子与信息学报, 2009, 31 (12): 2953-2957. (EI检索)

[26] 宗瑜,江贺,张彦春,李明楚. 一种可信子空间标识方法.计算机应用研究, 2009, 26(10) : 3645-3648.

[27] 宗瑜,金萍,李明楚. BK-means 骨架初始解K-means.计算机工程与应用, 2009,45(14): 49-52.

[28] Xianchao Zhang, Yu Zong, He Jiang, Xinyue Liu. Data Set Homeomorphism Transformation Based Meta-clustering. International Conference on Computational Science, 2007 (3): 661-668. (EI检索)

[29] 宗瑜,江贺,张宪超等.空间平滑搜索CLARANS算法.小型微型计算机系统,2008,29(04):667671.

[30] 金萍,王浩,宗瑜.基于调整学习的聚类算法.计算机技术与发展. 2009, 19(2):58-61.

[31] 金萍, 宗瑜, 李明楚. 一种噪声启发式聚类算法. 合肥工业大学学报, 2009, 32(6):786-790.

[32] Yu Zong, Xianchao Zhang, He Jiang, Mingchu Li. A Creditable Subspace Labeling Method Based on D-S Evidence Theory. PAKDD 2008: 839-848. (EI检索)

[33] 金萍,宗瑜,江贺等.一种多空间FCM算法.计算机工程与应用, 2007,28(43): 162-165.

[34] Xianchao Zhang, Yu Zong, He Jiang. Data Set Homeomorphism Transformation Based Meta-Clustering. The 7th International Conference on Computational Science (ICCS 2007), LNCS, 2007. (EI检索 

6、已出版的学术专著:

Guandong Xu, Yu Zong, Zhenlu Yang. Applied Data Mining. 2013,1st, CRC Press, USA.