Dr. Jiawei Han

Role: Investigator
Affiliation: UIUC
Title: Professor
Company: University of Illinois at Urbana-Champaign
Department: Computer Science
Email: hanj AT cs DOT uiuc DOT edu
Jiawei Han is Professor in the Department of Computer Science at the University of Illinois at Urbana-Champaign. Well known for his research in the areas of data mining and database systems, he has received many awards for his contributions in the field, including the 2004 ACM SIGKDD Innovations Award. He has served as Editor-in-Chief of ACM Transactions on Knowledge Discovery from Data, and on editorial boards of several journals, including IEEE Transactions on Knowledge and Data Engineering and Data Mining and Knowledge Discovery.

Author of 61 resources

  1. Tim Weninger, Fabio Fumarola, Jiawei Han, Donato Malerba, "Mapping Web Pages to Database Records via Link Paths", InProceedings, Proc. 2010 ACM Int. Conf. on Information and Knowledge Management (CIKM'10), October 26, 2010.
  2. Lu Liu, Jie Tang, Jiawei Han, Meng Jiang, Shiqiang Yang, "Mining Topic-Level Influence in Heterogeneous Networks", InProceedings, Proc. 2010 ACM Int. Conf. on Information and Knowledge Management (CIKM'10), October 26, 2010.
  3. Heli Sun, Jianbin Huang, Jiawei Han, Hongbo Deng, Yizhou Sun, "SHRINK: A Structural Clustering Algorithm for Detecting Hierarchical Communities in Networks", InProceedings, Proc. 2010 ACM Int. Conf. on Information and Knowledge Management (CIKM'10), Toronto, Canada, Oct. 2010., October 26, 2010, 589 downloads.
  4. Bolin Ding, Liangliang Cao, Xin Jin, Jiawei Han, Jiebo Luo, Cindy Xide Lin, "Visual Cube and On-Line Analytical Processing of Images", Article, Proc. 2010 ACM Int. Conf. on Information and Knowledge Management (CIKM'10), October 26, 2010.
  5. Xin Jin, Andrew Gallagher, Liangliang Cao, Jiebo Luo, Jiawei Han, "The Wisdom of Social Multimedia: Using Flickr for Prediction and Forecast", InProceedings, Proc. 2010 ACM Multimedia Int. Conf. (ACM-Multimedia 2010), October 25, 2010.
  6. Mohammad Masud, Jing Gao, Latifur Khan, Jiawei Han, Xiaohu Li, "Classification and Novel Class Detection in Data Streams with Active Mining", InProceedings, Proc. 2010 Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD'10), June 21, 2010, 364 downloads.
  7. Cindy Xide Lin, Yintao Yu, Jiawei Han, Bing Liu, "Hierarchical Clustering of Webpages via Cross-Page and In-Page Link Structures", InProceedings, Proc. 2010 Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD'10), June 21, 2010, 374 downloads.
  8. Tim Weninger, William Hsu, Jiawei Han, "CETR Content Extraction via Tag Ratios", InProceedings, Proc. of the 2010 World Wide Web Conference (WWW 2010), April 26, 2010, 385 downloads.
  9. Xin Jin, Scott Spangler, Rui Ma, Jiawei Han, "Topic Initiator Detection on the World Wide Web", InProceedings, Proceedings of the 2010 World Wide Web Conference (WWW 2010), April 26, 2010, 369 downloads.
  10. Tianyi Wu, Yizhou Sun, Cuiping Li, Jiawei Han, "Region-based Online Promotion Analysis", InProceedings, Proceedings of the 13th International Conference on Extending Database Technology (EDBT 2010), March 22, 2010, 317 downloads.
  11. Hyun Duk Kim, ChengXiang Zhai, Jiawei Han, "Aggregation of Multiple Judgments for Evaluating Ordered Lists", Proceedings, Proceedings of the 2010 European Conference on Information Retrieval, March 01, 2010, 144 downloads.
  12. Yintao Yu, Jing Gao, Jiawei Han, Yizhou Sun, "iTopicModel: Information Network-Integrated Topic Modeling", InProceedings, Proc. of the 2009 International Conference on Data Mining (ICDM), December 06, 2009, 370 downloads.
  13. Mohammad Masud, Jing Gao, Latifur Khan, Jiawei Han, Xiaohu Li, "Integrating Novel Class Detection with Classification for Concept-Drifting Data Streams", InProceedings, 2009 European Conf. on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD'09), September 21, 2009, 582 downloads.
  14. David Lo, Hong Cheng, Jiawei Han, Siau-Cheng Khoo, ChengNian Sun, "Classification of Software Behaviors for Failure Detection: A Discriminative Pattern Mining Approach", InProceedings, Proc. 2009 ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining (KDD'09), August 30, 2009, 506 downloads.
  15. Zhijun Yin, Rui Li, Qiaozhu Mei, Jiawei Han, "Exploring Social Tagging Graph for Web Object Classification", InProceedings, Proc. 2009 ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining (KDD'09), August 30, 2009, 507 downloads.
  16. Jing Gao, Wei Fan, Yizhou Sun, Jiawei Han, "Heterogeneous Source Consensus Learning via Decision Propagation and Negotiation", InProceedings, Proc. 2009 ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining (KDD'09), August 30, 2009, 273 downloads.
  17. Yizhou Sun, Yintao Yu, Jiawei Han, "Ranking-Based Clustering of Heterogeneous Information Networks with Star Network Schema", InProceedings, Proc. 2009 ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining (KDD'09), August 30, 2009, 1252 downloads.
  18. Min-Soo Kim, Jiawei Han, "A Particle-and-Density Based Evolutionary Clustering Method for Dynamic Networks", InProceedings, 2009 Int. Conf. on Very Large Data Bases, August 21, 2009, 497 downloads.
  19. Yintao Yu, Cindy Xide Lin, Yizhou Sun, Chen Chen, Jiawei Han, Binbin Liao, Tianyi Wu, ChengXiang Zhai, Duo Zhang, Bo Zhao, "iNextCube: Information Network-Enhanced Text Cube", Demonstration, 2009 Int. Conf. on Very Large Data Bases, August 21, 2009, 416 downloads.
  20. Chen Chen, Cindy Xide Lin, Matt Fredrikson, Mihai Christodorescu, Xifeng Yan, Jiawei Han, "Mining Graph Patterns Efficiently via Randomized Summaries", InProceedings, 2009 Int. Conf. on Very Large Data Bases, August 21, 2009, 382 downloads.
  21. Tianyi Wu, Dong Xin, Qiaozhu Mei, Jiawei Han, "Promotion Analysis in Multi-Dimensional Space", InProceedings, 2009 Int. Conf. on Very Large Data Bases, August 21, 2009, 306 downloads.
  22. Deng Cai, Xiaofei He, Xuanhui Wang, Hu-Jun Bao, Jiawei Han, "Locality Preserving Nonnegative Matrix Factorization", InProceedings, 2009 Int. Joint Conf. on Arti_cial Intelligence (IJCAI-09), July 21, 2009, 439 downloads.
  23. Mohammad Maifi Hasan Khan, Tarek F. Abdelzaher, Jiawei Han, Hossein Ahmadi, "Finding Symbolic Bug Patterns in Sensor Networks", InProceedings, Proc. 2009 IEEE Int. Conf. on Distributed Computing in Sensor Systems, June 30, 2009, 446 downloads.
  24. Feida Zhu, Xifeng Yan, Jiawei Han, Philip S Yu, "Mining Frequent Approximate Sequential Patterns", InBook, Next Generation of Data Mining, June 30, 2009.
  25. Jing Gao, Guofei Jiang, Haifeng Chen, Jiawei Han, "Modeling Probabilistic Measurement Correlations for Problem Determination in Large-Scale Distributed Systems", InProceedings, 2009 Int. Conf. on Distributed Computing Systems, June 30, 2009, 326 downloads.
  26. Jiawei Han, Jing Gao, "Research Challenges for Data Mining in Science and Engineering", InBook, Next Generation of Data Mining, June 30, 2009.
  27. Xin Jin, Sangkyum Kim, Jiawei Han, Liangliang Kao, Zhijun Yin, "GAD: General Activity Detection for Fast Clustering on Large Data", Proceedings, 2009 SIAM Int. Conf. on Data Mining (SDM'09), April 30, 2009.
  28. Duo Zhang, ChengXiang Zhai, Jiawei Han, "Topic Cube: Topic Modeling for OLAP on Multidimensional Text Databases", Proceedings, 2009 SIAM Int. Conf. on Data Mining (SDM'09), April 30, 2009.
  29. Mohammad Masud, Jing Gao, Latifur Khan, Jiawei Han, Xiaohu Li, "A Multi-Partition Multi-Chunk Ensemble Technique to Classify Concept-Drifting Data Streams", InProceedings, Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD'09), April 27, 2009, 474 downloads.
  30. Marisa Thoma, Hong Cheng, Arthur Gretton, Jiawei Han, Hans-Peter Kriegel, Alexander J Smola, Le Song, Philip S Yu, Xifeng Yan, Karsten M Borgwardt, "Near-Optimal Supervised Feature Selection among Frequent Subgraphs", InProceedings, SIAM Int. Conf. on Data Mining (SDM'09, April 02, 2009, 315 downloads.
  31. Jiawei Han, Xifeng Yan, Philip S Yu, "Scalable OLAP and Mining of Information Networks", InProceedings, 2009 Int. Conf. on Extending Data Base Technology, March 21, 2009, 243 downloads.
  32. Yizhou Sun, Jiawei Han, Peixiang Zhao, Zhijun Yin, Hong Cheng, Tianyi Wu, "RankClus: Integrating Clustering with Ranking for Heterogeneous Information Network Analysis", InProceedings, Int. Conf. on Extending DataBase Technology (EDBT'09, March 02, 2009, 486 downloads.
  33. Xiaolei Li, Zhenhui Li, Jiawei Han, Jae-Gil Lee, "Temporal Outlier Detection in Vehicle Traffic Data", InProceedings, Int. Conf. on Data Engineering (ICDE'09), March 02, 2009, 358 downloads.
  34. Bolin Ding, David Lo, Jiawei Han, Siau-Cheng Khoo, "Efficient Mining of Closed Repetitive Gapped Subsequences from a Sequence Database", Proceedings, Proc. 2009 Int. Conf. on Data Engineering (ICDE'09), Shanghai, China, Mar. 2009, March 01, 2009, 778 downloads.
  35. Yizhou Sun, Jiawei Han, Peixiang Zhao, Zhijun Yin, Hong Cheng, Tianyi Wu, "RankClus: Integrating Clustering with Ranking for Heterogeneous Information Network Analysis", InProceedings, Proc. 2009 Int. Conf. on Extending Data Base Technology (EDBT'09), Saint-Petersburg, Russia, Mar. 2009, March 01, 2009.
  36. Xiaolei Li, Zhenhui Li, Jiawei Han, Jae-Gil Lee, "Temporal Outlier Detection in Vehicle Traffic Data", Proceedings, Proc. 2009 Int. Conf. on Data Engineering (ICDE'09), Shanghai, China, Mar. 2009, March 01, 2009, 667 downloads.
  37. Mohammad Masud, Jing Gao, Latifur Khan, Jiawei Han, Xiaohu Li, "A Practical Approach to Classify Evolving Data Streams: Training with Limited Amount of Labeled Data", Article, December 30, 2008, 750 downloads.
  38. Feida Zhu, Chen Chen, Xifeng Yan, Jiawei Han, Philip S Yu, "Graph OLAP: Towards Online Analytical Processing on Graphs", Proceedings, Proc. 2008 Int. Conf. on Data Mining (ICDM'08), Pisa, Italy, Dec. 2008., December 30, 2008, 640 downloads.
  39. Luiz F Mendes, Bolin Ding, Jiawei Han, "Stream Sequential Pattern Mining with Precise Error Bounds", InProceedings, Proc. 2008 Int. Conf. on Data Mining (ICDM'08), Pisa, Italy, Dec. 2008., December 30, 2008, 570 downloads.
  40. Luiz F Mendes, Bolin Ding, Jiawei Han, "Stream Sequential Pattern Mining with Precise Error Bounds", Article, Int. Conf. on Data Mining (ICDM'08), Pisa, Italy, Dec. 2008, December 15, 2008, 559 downloads.
  41. Mohammad Masud, Jing Gao, Latifur Khan, Jiawei Han, Xiaohu Li, "A Practical Approach to Classify Evolving Data Streams: Training with Limited Amount of Labeled Data", InProceedings, Int. Conf. on Data Mining (ICDM'08), December 02, 2008, 403 downloads.
  42. Chen Chen, Xifeng Yan, Feida Zhu, Jiawei Han, Philip S Yu, "Graph OLAP: Towards Online Analytical Processing on Graphs", InProceedings, Int. Conf. on Data Mining (ICDM'08), December 02, 2008, 368 downloads.
  43. Cindy Xide Lin, Bolin Ding, Jiawei Han, Feida Zhu, Bo Zhao, "Text Cube: Computing IR Measures for Multidimensional Text Database Analysis", InProceedings, Int. Conf. on Data Mining (ICDM'08), December 02, 2008, 361 downloads.
  44. Jing Gao, Bolin Ding, Wei Fan, Jiawei Han, Philip S Yu, "Classifying Data Streams with Skewed Class Distribution and Concept Drifts", InProceedings, IEEE Internet Computing (Special Issue on Data Stream Management), 12(6): 37-49, 2008, December 01, 2008, 487 downloads.
  45. Cindy Xide Lin, Bolin Ding, Jiawei Han, Feida Zhu, Bo Zhao, "Text Cube: Computing IR Measures for Multidimensional Text Database Analysis", InProceedings, Proc. 2008 Int. Conf. on Data Mining (ICDM'08), December 01, 2008, 548 downloads.
  46. Wei Fan, Kun Zhang, Hong Cheng, Jing Gao, Xifeng Yan, Jiawei Han, Philip S Yu, Olivier Verscheure, "Direct Mining of Discriminative and Essential Graphical and Itemset Features via Model-based Search Tree", Article, ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining (KDD'08), Las Vegas, NV, November 30, 2008, 443 downloads.
  47. Jing Gao, Wei Fan, Jing Jiang, Jiawei Han, "Knowledge Transfer via Multiple Model Local Structure Mapping", Proceedings, Proceeding of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining, November 30, 2008, 578 downloads.
  48. Xiaoxin Yin, Jiawei Han, Philip S Yu, "Truth Discovery with Multiple Conflicting Information Providers on the Web", InProceedings, IEEE Transactions on Knowledge and Data Engineering, November 30, 2008, 1193 downloads.
  49. Mohammad Maifi Hasan Khan, Hieu Khac Le, Hossein Ahmadi, Tarek F. Abdelzaher, Jiawei Han, "DustMiner: Troubleshooting Interactive Complexity Bugs in Sensor Networks", Proceedings, Proceedings of the 6th ACM conference on Embedded network sensor systems, November 15, 2008, 431 downloads.
  50. Chen Chen, Cindy Xide Lin, Xifeng Yan, Jiawei Han, "On Effective Presentation of Graph Patterns: A Structural Representative Approach`", InProceedings, ACM Conf. on Information and Knowledge Management (CIKM'08),, October 02, 2008, 389 downloads.
  51. Hillol Kargupta, Christopher W. Clifton, Jiawei Han, "MURI — Information Management Group", Presentation, September 13, 2008, 2250 downloads.
  52. Jing Gao, Wei Fan, Jing Jiang, Jiawei Han, "Knowledge Transfer via Multiple Model Local Structure Mapping", InProceedings, ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining (KDD'08), August 02, 2008, 369 downloads.
  53. Bin Jiang, Jian Pei, Xuemin Lin, David W. Cheung, Jiawei Han, "Mining Preferences from Superior and Inferior Examples", Proceedings, ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining (KDD'08), August 02, 2008, 469 downloads.
  54. Jae-Gil Lee, Jiawei Han, Xiaolei Li, Hector Gonzalez, "TraClass: Trajectory Classification Using Hierarchical Region-Based and Trajectory-Based Clustering", InProceedings, Int. Conf. on Very Large Data Base (VLDB'08), August 02, 2008, 770 downloads.
  55. Wei Fan, Kun Zhang, Jing Gao, Xifeng Yan, Jiawei Han, Philip S Yu, Olivier Verscheure, "Direct Mining of Discriminative and Essential Frequent Patterns via Model-based Search Tree", Proceedings, Proc. 2008 ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining (KDD'08), August 01, 2008, 604 downloads.
  56. Xifeng Yan, Hong Cheng, Jiawei Han, Philip S Yu, "Mining Significant Graph Patterns by Scalable Leap Search", Article, 2008 ACM SIGMOD Int. Conf. on Management of Data (SIGMOD'08), Vancouver, BC, Canada, July 02, 2008.
  57. Sangkyum Kim, Jaebum Kim, Younhee Ko, Seung Won Hwang, Jiawei Han, "PerRank: Personalized Rank Retrieval with Categorical and Numerical Attributes", Proceedings, 2008 Int. Conf. on Web-Age Information Management (WAIM'08), Zhangjiajie, China, July 2008, July 02, 2008.
  58. Deng Cai, Xiaofei He, Jiawei Han, "Sparse Projections over Graph", InProceedings, AAAI Conf. on Artificial Intelligence (AAAI-08), July 02, 2008, 333 downloads.
  59. Tianyi Wu, Dong Xin, Jiawei Han, "ARCube: Supporting Ranking Aggregate Queries in Partially Materialized Data Cubes", InProceedings, ACM SIGMOD Int. Conf. on Management of Data (SIGMOD'08, June 02, 2008, 382 downloads.
  60. Yizhou Sun, Tianyi Wu, Zhijun Yin, Hong Cheng, Jiawei Han, Xiaoxin Yin, Peixiang Zhao, "BibNetMiner: Mining Bibliographic Information Networks", Proceedings, 2008 ACM SIGMOD Int. Conf. on Management of Data (SIGMOD'08), June 02, 2008.
  61. Xiaolei Li, Jiawei Han, Zhijun Yin, Jae-Gil Lee, Yizhou Sun, "Sampling Cube: A Framework for Statistical OLAP over Sampling Data", InProceedings, ACM SIGMOD Int. Conf. on Management of Data (SIGMOD'08), June 02, 2008, 480 downloads.