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吴俊杰

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      出国批件申请

吴俊杰  Junjie Wu  

     

教授

     

博士

     

13810103618

 

新主楼A934

     

经济管理学院

     

副院长

电子信箱

wujj@buaa.edu.cn

     


个人主页

http://http://shi.buaa.edu.cn/wujunjie/zh_CN/index.htm

u  学习经历

§  2002年于清华大学获学士学位

§  2008年于清华大学大学获博士学位

u  工作经历

§2018/10-至今,北京航空航天大学,经济管理学院,长聘教授 

§2013/12-2018/09,北京航空航天大学,经济管理学院,研究员 

§2012/04-2013/05Univ.  of WashingtonFoster School of Business,访问学者 

§2011/07-2012/01Microsoft,微软亚洲研究院,访问学者 

§2010/07-2013/11,北京航空航天大学,经济管理学院,副教授 

§2008/01-2010/06,北京航空航天大学,经济管理学院,讲师 

u  研究领域

§  人工智能,数据挖掘,大数据计算,金融/城市/社会计算 

u  荣誉及奖励

l  2019年获得中国电子学会科学技术一等奖

l  2018年获得国家计算机网络与信息安全管理中心十佳表彰

l  2018年获得ICEC18最佳论文奖

l  2018年获得CSWIM18最佳论文奖

l  2018年获得国家自然科学基金委国家杰出青年基金

l  2018年获得国家自然科学基金委青年项目“特优”评价

l  2017年获得教育部青年长江学者

l  2015年获得中国商业联合会全国商业科技进步奖一等奖

l  2014年获得国家自然科学基金面上项目获得“特优”评价

l  2013年获得国家自然科学基金委优秀青年基金

l  2013年获得北京市青年英才

l  2013年获得北航年度精英奖

l  2013年获得北航“蓝天创新团队”

l  2012年获得Springer Thesis  Prize

l  2012年获得第三届全国百篇优秀管理案例评选获奖案例:“穿越没有硝烟的战场——中航国际大型ERP实施之路”,

l  2011年获得教育部新世纪优秀人才

l  2010年获得全国优秀博士学位论文

u  开授课程

高级应用统计、高级机器学习、信息系统分析与设计、管理信息系统等

u  教学及科研成果

出版专著:

1.          陈国青,熊辉,曹永知,吴俊杰,袁华等. 新兴电子商务——深度模式分析与不确定性建模. 清华大学出版社, 2013. (专著)

2.          Junjie  Wu. Advances in K-means Clustering: A Data Mining Thinking. Springer-Berlin,  2012. (专著,  Springer官网付费下载>1.9万次)

代表性论文:

1.       Yuan  Zuo, Junjie Wu*, Hui Zhang, Deqing Wang, and Ke Xu. Complementary  Aspect-based Opinion Mining. IEEE Transactions on Knowledge and Data  Engineering, 30(2): 249-262, 2018. (期刊论文, SCI, CCF-A)

2.       Yiqun  Ho, Junjie Wu*, and Yong Tan. Disconfirmation Effect on Online Rating  Behavior: A Structural Model. Information Systems Research, 28(3): 626-642,  2017. (期刊论文,  SSCI, Dallas24)

3.       Hongfu  Liu, Junjie Wu*, Tongliang Liu, Dacheng Tao, and Yun Fu. Spectral Ensemble  Clustering via Weighted K-Means: Theoretical and Practical Evidence. IEEE  Transactions on Knowledge and Data Engineering, 29(5): 1129-1143, 2017. (期刊论文, SCI, CCF-A)

4.       Junjie  Wu, Zhiang Wu*, Jie Cao, Hongfu Liu, Guoqing Chen, and Yanchun Zhang. Fuzzy  Consensus Clustering with Applications on Big Data. IEEE Transactions on  Fuzzy Systems, 25(6): 1430-1445, 2017. (期刊论文, SCI, IF: 8.415)

5.       Junjie  Wu, Hongfu Liu, Hui Xiong, Jie Cao, and Jian Chen. K-means-based Consensus  Clustering: A Unified View. IEEE Transactions on Knowledge and Data  Engineering, 27(1): 155-169, 2015. (期刊论文, SCI, CCF-A)

6.       Kun  Yuan, Guannan Liu*, Junjie Wu*. Whose Posts to Read: Finding Social Sensors  for Effective Information Acquisition. Information Processing and Management.  Accepted in Jan. 2019. (期刊论文,  SCI)

7.       Deqing  Wang, Chenwei Lu, Junjie Wu*, Hongfu Liu, Wenjie Zhang, Fuzhen Zhuang, and  Hui Zhang. Softly Associative Transfer Learning for Cross-domain  Classification. IEEE Transactions on Cybernetics. Accepted in Jan. 2019. (期刊论文, SCI, IF: 8.803)

8.       Wenyu  Du, Junjie Wu, Shan Shi Liu, and Raymond Hackney. Effective Organizational  Improvisation in Information System Development: Insights from Tencent  Messaging System Development. Information and Management. Accepted in Oct.  2018. (期刊论文,  SSCI)

9.       Zheng  Xie, Guannan Liu, Junjie Wu, and Yong Tan. Big Data Would Not Lie: Prediction  of the 2016 Taiwan Election via Online Heterogeneous Information. EPJ Data  Science, 7:32, 2018. (期刊论文, SCI)

10.   Heng  Wang, Junjie Wu*, Shi Yuan, and Jian Chen. On Characterizing Scale Effect of  Chinese Mutual Funds via Text Mining. Signal Processing, 124: 266-278, 2016.  (期刊论文,  SCI)

11.   Yue  Hu, Jichang Zhao, and Junjie Wu*. Emoticon-based Ambivalent Expression: A  Hidden Indicator for Unusual Behaviors in Weibo. PLOS ONE, 11(1): e0147079,  2016. (期刊论文,  SCI)

12.   Jichang  Zhao, Junjie Wu, Mingming Chen, Zhiwen Fang, Xu Zhang, and Ke Xu.  K-Core-based Attack to the Internet: Is it more Malicious than Degree-based  Attack? World Wide Web, 18(3): 749-766, 2015. (期刊论文, SCI)

13.   Jichang  Zhao, Junjie Wu*, Guannan Liu, Dacheng Tao, Ke Xu, and Chunyang Liu. Being  Rational or Aggressive? A Revisit to Dunbar's Number in Online Social  Networks. Neurocomputing, 142: 343-353, 2014. (期刊论文, SCI)

14.   Jie  Cao, Zhiang Wu, and Junjie Wu*. Scaling up Cosine Interesting Pattern  Discovery: A Depth-First Method. Information Sciences, 266: 31-46, 2014. (期刊论文, SCI)

15.   Jie  Cao, Zhiang Wu, Junjie Wu*, and Hui Xiong. SAIL: Summation-bAsed Incremental  Learning for Information-Theoretic Text Clustering. IEEE Transactions on  Cybernetics, 43(2): 570-584, 2013. (期刊论文, SCI)

16.   Yanchi  Liu, Zhongmou Li, Hui Xiong, Xuedong Gao, Junjie Wu, and Sen Wu.  Understanding and Enhancement of Internal Clustering Validation Measures.  IEEE Transactions on Cybernetics, 43(3): 982-994, 2013. (期刊论文, SCI)

17.   Junjie  Wu, Haoyan Sun, and Yong Tan. Social Media Research: A Review.  Journal  of Systems Science and Systems Engineering, 22(3): 2570-282, 2013. (期刊论文, SCI)

18.   Jie  Cao, Zhiang Wu, Junjie Wu*, and Wenjie Liu. Towards Information-Theoretic  K-means Clustering for Image Indexing. Signal Processing, 93(7): 2026-2037,  2013. (期刊论文,  SCI)

19.   Bingyue  Peng, Junjie Wu, Hua Yuan, Qingwei Guo, and Dacheng Tao. ANEEC: A  Quasi-Automatic System for Massive Named Entity Extraction and Categorization.  The Computer Journal, 56(11): 1328-1346, 2013. (期刊论文, SCI)

20.   Huiwen  Wang, Liying Shangguan, and Junjie Wu*. Multiple Linear Regression Modeling  for Compositional Data. Neurocomputing, 122: 490-500, 2013. (期刊论文, SCI)

21.   Deqing  Wang, Junjie Wu*, Hui Zhang, Ke Xu, and Mengxiang Lin. Towards Enhancing  Centroid Classifier for Text Classification: A Border-Instance Approach.  Neurocomputing, 101: 299-308, 2013. (期刊论文, SCI)

22.   Junjie  Wu, Hui Xiong, Chen Liu, and Jian Chen. A Generalization of Distance Functions  for Fuzzy c-Means Clustering with Centroids of Arithmetic Means. IEEE  Transactions on Fuzzy Systems, 20(3): 557-571, 2012. (期刊论文, SCI)

23.   Junjie  Wu, Shiwei Zhu, Hui Xiong, Jian Chen, and Jianming Zhu. Adapting the Right  Measures for Pattern Discovery: A Unified View. IEEE Transactions on Systems,  Man and Cybernetics-Part B: Cybernetics, 42(4): 1203-1214, 2012. (期刊论文, SCI)

24.   Junjie  Wu, Shiwei Zhu, Hongfu Liu, and Guoping Xia. Cosine Interesting Pattern  Discovery. Information Sciences, 184: 176-195, 2012. (期刊论文, SCI)

25.   Jichang  Zhao, Junjie Wu, Xu Feng, Hui Xiong, and Ke Xu. Information Propagation in  Online Social Networks: A Tie Strength Perspective. Knowledge and Information  Systems, 32: 589-608, 2012. (期刊论文,  SCI)

26.   Huiwen  Wang, Rong Guan, and Junjie Wu*. Linear Regression Modeling of  Interval-valued Data based on Complete Information in Hypercubes. Journal of  Systems Science and Systems Engineering, 21(4): 422-442, 2012. (期刊论文, SCI)

27.   Huiwen  Wang, Rong Guan, and Junjie Wu*. CIPCA: Complete-Information- based Principal  Component Analysis for Interval-Valued Data. Neurocomputing, 86: 158-169,  2012. (期刊论文,  SCI)

28.   Junjie  Wu, Jian Chen, and Yili Ren. GIS Enabled Service Site Selection:  Environmental Analysis and Beyond. Information Systems Frontiers, 13(3): 337-348,  2011. (期刊论文,  SCI)

29.   Shiwei  Zhu, Junjie Wu*, Hui Xiong, and Guoping Xia. Scaling up Top-K Cosine  Similarity Search. Data & Knowledge Engineering, 70(1): 60-83, 2011. (期刊论文, SCI)

30.   Junjie  Wu, Hui Xiong, and Jian Chen. COG: Local Decomposition for Rare Class  Analysis. Data Mining and Knowledge Discovery, 20(2): 191-220, 2010. (期刊论文, SCI)

31.   Junjie  Wu*, Hua Yuan, Hui Xiong, and Guoqing Chen. Validation of Overlapping  Clustering: A Random Clustering Perspective. Information Sciences, 180(22):  4353-4369, 2010. (期刊论文,  SCI)

32.   Jichang  Zhao, Junjie Wu, and Ke Xu. Weak Ties: Subtle Role of Information Diffusion  in Online Social Networks. Physical Review E, 82(1), 2010. (期刊论文, SCI)

33.   Zeshui  Xu and Junjie Wu. Intuitionistic Fuzzy c-means Clustering Algorithms. Journal  of Systems Engineering and Electronics, 21(4): 580-590, 2010. (期刊论文, SCI)

34.   Ping  Luo, Hui Xiong, Guoxing Zhan, Junjie Wu, and Zhongzhi Shi.   Information-Theoretic Distance Measures for Clustering Validation:   Generalization and Normalization. IEEE Transactions on Knowledge and Data  Engineering, 21(9): 1249-1262, 2009. (期刊论文, SCI, CCF-A)

35.   Hui  Xiong, Junjie Wu, and Jian Chen. K-means Clustering versus Validation  Measures: A Data Distribution Perspective. IEEE Transactions on Systems, Man  and Cybernetics-Part B: Cybernetics, 39(2): 318-331, 2009. (期刊论文, SCI, IF:  8.803)

36.   Hua  Yuan, Guoqing Chen, Junjie Wu, and Hui Xiong. Towards Controlling Virus  Propagation in Information Systems with Point-to-Group Information Sharing.  Decision Support Systems, 48: 57-68, 2009. (期刊论文, SCI)

37.   Junjie  Wu*, Hui Xiong, and Jian Chen. Towards Understanding Hierarchical Clustering:  A Data Distribution Perspective. Neurocomputing, 72: 2319-2330, 2009. (期刊论文, SCI)

38.   Junjie  Wu*, Jian Chen, Hui Xiong, and Ming Xie. External Validation Measures for  K-means Clustering: A Data Distribution Perspective. Expert Systems with  Applications, 36: 6050-6061, 2009. (期刊论文, SCI)

39.   Hua  Yuan, Junjie Wu, and Guoqing Chen. Infection Functions for Virus Propagation  in Computer Networks: An Empirical Study. Tsinghua Science and Technology,  14(5): 669-676, 2009. (期刊论文, EI)

40.   Zeshui  Xu, Jian Chen, and Junjie Wu. Clustering Algorithms for Intuitionistic Fuzzy  Sets. Information Sciences, 178(19): 3775-3790, 2008. (期刊论文, SCI, ESI十年高被引论文)

41.   Jingyuan  Wang, Ze Wang, Jianfeng Li, and Junjie Wu*. Multilevel Wavelet Decomposition  Network for Interpretable Time Series Analysis. in Proceedings of the 24th  ACM SIGKDD International Conference on Knowledge Discovery and Data Mining  (KDD), London, Aug. 2018.

42.   Jingyuan  Wang, Xiaojian Wang, and Junjie Wu*. Inferring Metapopulation Propagation  Network for Intra-city Epidemic Control and Prevention. in Proceedings of the  24th ACM SIGKDD International Conference on Knowledge Discovery and Data  Mining (KDD), London, Aug. 2018.

43.   Yuan  Zuo, Guannan Liu, Hao Lin, Jia Guo, Xiaoqian Hu, and Junjie Wu. Embedding  Temporal Network via Neighborhood Formation.in Proceedings of the 24th ACM  SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD),  London, Aug. 2018.

44.   Jingyuan  Wang, Chao Chen, Junjie Wu*, and Zhang Xiong. No Longer Sleeping with a Bomb:  A Duet System for Protecting Urban Safety from Dangerous Goods. in  Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge  Discovery and Data Mining (KDD), 1673-1681, Halifax, Aug. 2017.

45.   Yuan  Zuo, Junjie Wu*, Hui Zhang, Hao Lin, and Hui Xiong. Topic Modeling of Short  Texts: A Pseudo Document View. in Proceedings of the 22nd ACM SIGKDD  International Conference on Knowledge Discovery and Data Mining (KDD),  2105-2114, San Francisco, Aug. 2016.

46.   Hongfu  Liu, Tongliang Liu, Junjie Wu*, Dacheng Tao, and Yun Fu. Spectral Ensemble  Clustering. in Proceedings of the 21th ACM SIGKDD International Conference on  Knowledge Discovery and Data Mining (KDD), 715-724, Sydney, Aug. 2015.  

47.   Yaqiong  Wang, Hongfu Liu, Hao Lin, Junjie Wu*, Zhiang Wu, and Jie Cao. SEA: A System  for Event Analysis on Chinese Tweets. in Proceedings of the 19th ACM SIGKDD  International Conference on Knowledge Discovery and Data Mining (KDD Demo),  1498-1501, Chicago, May 2013.

48.Zhiang  Wu, Junjie Wu*, Jie Cao, and Dacheng Tao. HySAD: A Semi-Supervised Hybrid  Shilling Attack Detector for Trustworthy Product Recommendation. in  Proceedings of the 18th ACM SIGKDD International Conference on Knowledge  Discovery and Data Mining (KDD), 985-993, Beijing, Aug. 2012.

u  学术与社会服务

§中国管理科学与工程学会常务理事 

§信息系统学会中国分会理事 

§北京航空航天大学“社会计算与社会舆情分析研究中心”主任 

§城市运行应急保障模拟技术北京市重点实验室副主任 

§教育部人文社科重大基地、清华大学现代管理研究中心校外研究员 

u  科研项目

1、社会化媒体大数据挖掘与应用,国家自然科学基金杰出青年基金,2018/01-2022/12,主持

2、社会媒体大数据感知与分析关键技术研究,国家自然科学基金联合项目,2017/01-2020/12,参加

3、基于移动群智感知的物联网大数据挖掘与应用,国家自然科学基金重点项目,2016/01-2020/12,主持(中期评估:优秀)

4、数据挖掘与商务智能,国家自然科学基金优秀青年基金,2014/01-2016/12,主持(后评估:优秀)

5、价值模式挖掘及应用研究,国家自然科学基金面上项目,2012/01-2015/12,主持(后评估:特优)

6、基于数据固有结构的稀有时间预测分析,国家自然科学青年项目,2010/01-2012/12,主持(后评估:特优)

7、经济管理领域中的高维复杂数据分析理论与应用,国家自然科学基金重点项目,2010/01-2014/12,参加

8、面向非常规突发事件预警的Web信息流监控和传播研究,国家自然科学基金重大研究计划“非常规突发事件应急管理研究”培育项目,2010/01-2012/12,参加

9、面向社交网络的信息传播规律及用户行为演化研究,国家高技术研究发展计划(863计划)课题,2014/01-2016/12,第二负责人

10、大数据与智慧金融,北航“青年科学家团队”项目,2017/01-2020/12,主持

11、基于社会媒体大数据的群体行为研究及其在若干社会经济问题中的重要应用,北航“蓝天创新团队”项目,2013/01-2015/12,主持

12、面向大型复杂异构数据的快速一致性聚类研究,教育部“高等学校全国优秀博士学位论文作者专项资金”项目,2012/01-2016/12,主持

13、教育部“新世纪优秀人才支持计划”项目,2012/01-2014/12,主持

14、微博人物群体心理模型刻画及业务应用,国家242信息安全计划,2018/04-2019/05,主持

15、金融市场谣言发现及溯源技术研究,国家242信息安全计划,2017/05-2018/05,主持

16、面向诈骗呼叫的群体分析技术研究与实现,国家242信息安全计划,2016/05-2017/04,主持

17、面向微博、新闻评论的观点聚类技术研究,国家242信息安全计划,2014/03-2015/03,主持

18、学术动态搜索与趋势分析系统,国家242信息安全计划,2018/11-2019/11,参加