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源) 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源, 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源) 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源) 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. |
