home

    2008

  1. Shenghuo Zhu, Dingding Wang, Kai Yu, Tao Li and Yihong Gong. Feature Selection for Gene Expression using Model-based Entropy. IEEE/ACM Transactions on Computational Biology and Bioinformatics, to appear as a regular paper, 2008.
  2. Tao Li, Shenghuo Zhu, and Mitsunori Ogihara. Text Categorization via Generalized Discriminant Analysis. Information Processing and Management, 2008. (to appear as a regular paper)
  3. Kai Yu, Shenghuo Zhu, Wei Xu and Yihong Gong. Nongreedy Active Learning for Text Categorization using Convex Transductive Experimental Design . In Proceedings of The 31st Annual International ACM SIGIR Conference (SIGIR 2008), to appear.
  4. Dingding Wang, Tao Li, Shenghuo Zhu, and Chris Ding. Multi-Document Summarization via Sentence-Level Semantic Analysis and Symmetric Matrix Factorization. In Proceedings of The 31st Annual International ACM SIGIR Conference (SIGIR 2008), to appear.
  5. Ding Zhou, Shenghuo Zhu, Kai Yu, Xiaodan Song, Belle L. Tseng, Hongyuan Zha, and C. Lee Giles, Learning Multiple Graphs for Document Recommendations. WWW 2008 . (PDF)
  6. Yu-Ru Lin, Yun Chi, Shenghuo Zhu, Hari Sundaram, and Belle L. Tseng, FacetNet: A Framework for Analyzing Communities and Their Evolutions in Dynamic Networks. WWW 2008 . PDF
  7. 2007

  8. Shenghuo Zhu, Kai Yu and Yihong Gong, Predictive Matrix-Variate t Models. In NIPS 2007 . (PDF).
  9. Shenghuo Zhu, Kai Yu, Yun Chi and Yihong Gong, Combining Content and Link for Classification using Matrix Factorization. In Proceedings of Annual ACM Conference on Research and Development in Information Retrieval (SIGIR'07) , 2007 (prepared data, additional data)
  10. Yun Chi, Shenghuo Zhu, Xiaodan Song, Junichi Tatemura, and Belle L. Tseng, Structural and Temporal Analysis of the Blogosphere Through Community Factorization. In KDD'07
  11. Jinjun Wang, Wei Xu, Shenghuo Zhu and Yihong Gong, Efficient video object segmentation by Graph-Cut . In (ICME'07) , 2007
  12. Ka Cheung Sia, Shenghuo Zhu, Yun Chi, Koji Hino and Belle L. Tseng Capturing User Interests by Both Exploitation and Exploration . In User Modeling (UM'07) , 2007
  13. Ka Cheung Sia, Junghoo Cho, Koji Hino, Yun Chi, Shenghuo Zhu and Belle L. Tseng, Monitoring RSS Feeds Based on User Browsing Pattern . In International Conference on Weblogs and Social Media (ICWSM'07) , 2007
  14. Tao Li, Shenghuo Zhu and Mitsunori Ogihara. Hierarchical Document Classification Using Automatically Generated Hierarchy. Journal of Intelligent Information Systems. Feb 2007
  15. 2006

  16. Chengliang Zhang, Shenghuo Zhu and Yihong Gong, Trend Analysis for Large Document Streams. In The Fifth International Conference on Machine Learning and Applications (ICMLA'06), 2006
  17. Tao Li, Mitsunori Ogihara and Shenghuo Zhu: Integrating Features from Different Sources for Music Information Retrieval. In ICDM 2006: 372-381
  18. Tao Li, Chengliang Zhang and Shenghuo Zhu: Empirical Studies on Multi-label Classification . In ICTAI 2006: 86-92
  19. Xiang Ji, Wei Xu and Shenghuo Zhu, Document Clustering with Prior Knowledge. In Proceedings of Annual ACM Conference on Research and Development in Information Retrieval (SIGIR'06) , 2006
  20. Tao Li, Shenghuo Zhu and Mitsunori Ogihara. Using Discriminant Analysis for Multi-class Classification: An Experimental Investigation. Knowledge and Information Systems. 10(4): 453-472 (2006)
  21. 2005

  22. Shenghuo Zhu, Xiang Ji, Wei Xu and Yihong Gong, Multi-lablelled Classification Using Maximum Entropy Method. In Proceedings of Annual ACM Conference on Research and Development in Information Retrieval (SIGIR'05) , 2005
  23. Weihua Sheng, Qingyan Yang, Shenghuo Zhu and Qizhi Wang, Efficient Map Synchronization in Multi-robot Exploration of Unknown Environments, IEEE International Conference on Intelligent Robots and Systems, 2005, Alberta, Canada.
  24. Weihua Sheng, Qizhi Wang, Qingyan Yang and Shenghuo Zhu, Minimizing Data Exchange in Ad Hoc Multi-Robot Networks, IEEE International Conference on Advanced Robotics 2005, Seattle.
  25. Tao Li and Shenghuo Zhu, On Clustering Binary Data. In Proceedings of the 2005 SIAM International Conference On Data Mining (SDM 2005).
  26. Tao Li and Shenghuo Zhu, Hierarchical Document Classification Using Automatically Generated Hierarchy. In Proceedings of the 2005 SIAM International Conference On Data Mining (SDM 2005).
  27. 2004

  28. Paat Rusmevichientong, Shenghuo Zhu and David Selinger. Identifying Early Buyers from Purchase Data. In ACM SIGKDD 2004 .

    2003

  29. Tao Li, Shenghuo Zhu and Mitsunori Ogihara. Using Discriminant Analysis for Multi-class Classification . In Proceedings of the Third IEEE International Conference on Data Mining (ICDM 2003).
  30. Tao Li, Shenghuo Zhu and Mitsunori Ogihara. Efficient Multi-way Text Categorization via Generalized Discriminant Analysis. In Proceedings of Twelfth International Conference on Information and Knowledge Management (CIKM 2003)
  31. Tao Li, Shenghuo Zhu and Mitsunori Ogihara. Topic Hierarchy Generation via Linear Discriminant Projection. In Proceedings of Annual ACM Conference on Research and Development in Information Retrieval (SIGIR 2003), Pages 421-422.
  32. Tao Li, Shenghuo Zhu and Mitsunori Ogihara. A New Distributed Data Mining Model Based on Similarity. In ACM SAC Data Mining Track, March 9 to 12, 2003, Melbourne, Florida, USA.
  33. Tao Li, Shenghuo Zhu, Qi Li and Mitsunori Ogihara. Gene Functional Classification by Semi-supervised Learning from heterogeneous data. in ACM SAC Bioinformatics Track, March 9 to 12, 2003, Melbourne, Florida, USA.
  34. Qi Li, Chris Brown, Chandra Kambhamettu, Tao Li, and Shenghuo Zhu. A framework of individually-focused teleconferencing (IFT) via an efficient 3D reprojection technique. In ACM SAC Multimedia and Visualization Track (MMV), March 9 to 12, 2003, Melbourne, Florida, USA.
  35. Tao Li, Shenghuo Zhu and Mitsunori Ogihara. Algorithms for Clustering High Dimensional and Distributed Data. Intelligent Data Analysis Journal, 7(4),2003. gzip'ed ps
  36. Tao Li, Mitsunori Ogihara and Shenghuo Zhu. Association-Based Similarity Testing and Its Applications, Intelligent Data Analysis Journal, 7(3), 2003. gzip'ed ps
  37. Tao Li, Qi Li, Shenghuo Zhu, and Mitsunori Ogihara. A Survey on Wavelet Applications in Data Mining. SIGKDD EXplorations, January 2003. Volume 4, Issue 2, Pages 49-68.
  38. 2002

  39. Qi Li, Tao Li, Shenghuo Zhu and Chandra Kambhamettu. How well can wavelet denoising improve the accuracy of computing fundamental matrices?, In IEEE Workshop on Motion and Video Computing, Dec 5-6, 2002, Orlando, FL USA.
  40. Qi Li, Tao Li, Shenghuo Zhu, and Chandra Kambhamettu. Improving Medical/Biological Data Classification Performance by Wavelet Preprocessing , ICDM, 2002.
  41. Chen Yu, Dana H. Ballard and Shenghuo Zhu. Attentional Object Spotting by Integrating Multimodal Input, IEEE International Conference on Multimodal Interfaces (ICMI), 2002.
  42. Shenghuo Zhu, Tao Li, and Mitsunori Ogihara. CoFD: An algorithm for non-distance based clustering in high dimensional spaces. in Data Warehousing and Knowledge Discovery(DaWaK), Aix-en-Provence, France, 2002.
  43. Xin Liu, Yihong Gong, Wei Xu and Shenghuo Zhu. Document Clustering with Cluster Refinement and Model Selection Capabilities, SIGIR'02, 2002
  44. Tao Li, Shenghuo Zhu, Mitsunori Ogihara, and Yinhe Cheng. Estimating Joint Probabilities from Marginal Ones, in Data Warehousing and Knowledge Discovery(DaWaK), Aix-en-Provence, France, 2002
  45. Shenghuo Zhu and Tao Li. A non-distance based clustering algorithm, in IJCNN'02.
  46. Tao Li and Shenghuo Zhu. On mining program trace, presented at IPAM'02. gzip'ed ps

    2001

  47. Tao Li, Shenghuo Zhu and Mitsunori Ogihara. Mining patterns from case base analysis, in Workshop on Integrating Data Mining and Knowledge Management, 2001. gzip'ed ps and gzip'ed Powerpoint slides

    Technical Reports

  48. Shenghuo Zhu and Dana H. Ballard. Overcoming Non-Stationarity in Uncommunicative Learning , UR-CS-TR762, 2002.

    before 2000

  49. Shenghuo Zhu, Ming Zhou, Xin Liu, Changning Huang, An efficient stochastic context-free parsing algorithm. Journal of Software, 1998,9(8):59-87 (in Chinese with English abstract).
  50. Xin Liu, Ming Zhou, Shenghuo Zhu, Changning Huang, Aligning sentences in parallel corpora using self-extracted lexical information. Chinese Journal of Computers (in Chinese), 1998, Vol. 21 (Supplement):151-158.

Last update: Tue Jun 3 09:19:03 PDT 2008