Jiawei Han

Role: Other
Affiliation: Other
Title: Professor
Company: University of Illinois at Urbana-Champaign
Department: Department of Computer Science
VCard: JiaweiHan.vcf
URL: http://www-faculty.cs.uiuc.edu/~hanj/
Email: hanj AT cs DOT uiuc DOT edu
Business Address: Urbana-Champaign, IL, USA
Jiawei Han, Professor, Department of Computer Science, University of Illinois at Urbana-Champaign. He has been working on research into data mining, data warehousing, database systems, data mining from spatiotemporal data, multimedia data, stream and RFID data, social network data, and biological data, with over 350 journal and conference publications. He has chaired or served in over 100 program committees of international conferences and workshops, including PC co-chair of 2005 (IEEE) International Conference on Data Mining (ICDM), Americas Coordinator of 2006 International Conference on Very Large Data Bases (VLDB), and senior PC member for 2008 ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining. He is also serving as the founding Editor-In-Chief of ACM Transactions on Knowledge Discovery from Data. He is an ACM Fellow and has received 2004 ACM SIGKDD Innovations Award and 2005 IEEE Computer Society Technical Achievement Award. His book "Data Mining: Concepts and Techniques" (2nd ed., Morgan Kaufmann, 2006) has been popularly used as a textbook worldwide.

Author of 49 resources

  1. Mohammad Masud, Jing Gao, Latifur Khan, Jiawei Han, Bhavani Thuraisingham, "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, 86 downloads.
  2. 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, 84 downloads.
  3. 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, 93 downloads.
  4. 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, 37 downloads.
  5. 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, 104 downloads.
  6. 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, 63 downloads.
  7. 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, 51 downloads.
  8. 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, 50 downloads.
  9. 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, 44 downloads.
  10. 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, 64 downloads.
  11. 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, 41 downloads.
  12. Feida Zhu, Xifeng Yan, Jiawei Han, Philip S Yu, "Mining Frequent Approximate Sequential Patterns", InBook, Next Generation of Data Mining, June 30, 2009.
  13. 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, 58 downloads.
  14. Jiawei Han, Jing Gao, "Research Challenges for Data Mining in Science and Engineering", InBook, Next Generation of Data Mining, June 30, 2009.
  15. 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.
  16. 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.
  17. Mohammad Masud, Jing Gao, Latifur Khan, Jiawei Han, Bhavani Thuraisingham, "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, 107 downloads.
  18. 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, 81 downloads.
  19. 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, 35 downloads.
  20. 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, 47 downloads.
  21. 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, 70 downloads.
  22. 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, 250 downloads.
  23. 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.
  24. 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, 252 downloads.
  25. Mohammad Masud, Jing Gao, Latifur Khan, Jiawei Han, Bhavani Thuraisingham, "A Practical Approach to Classify Evolving Data Streams: Training with Limited Amount of Labeled Data", Article, December 30, 2008, 237 downloads.
  26. 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, 157 downloads.
  27. 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, 155 downloads.
  28. 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, 132 downloads.
  29. Mohammad Masud, Jing Gao, Latifur Khan, Jiawei Han, Bhavani Thuraisingham, "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, 56 downloads.
  30. 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, 54 downloads.
  31. 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, 78 downloads.
  32. 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, 122 downloads.
  33. 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, 173 downloads.
  34. 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, 101 downloads.
  35. 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, 184 downloads.
  36. 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, 384 downloads.
  37. 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, 129 downloads.
  38. 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, 45 downloads.
  39. Hillol Kargupta, Christopher W. Clifton, Jiawei Han, "MURI — Information Management Group", Presentation, September 13, 2008, 348 downloads.
  40. 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, 56 downloads.
  41. 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, 95 downloads.
  42. 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, 53 downloads.
  43. 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, 199 downloads.
  44. 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.
  45. 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.
  46. Deng Cai, Xiaofei He, Jiawei Han, "Sparse Projections over Graph", InProceedings, AAAI Conf. on Artificial Intelligence (AAAI-08), July 02, 2008, 47 downloads.
  47. 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, 43 downloads.
  48. 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.
  49. 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, 41 downloads.