International Conference Papers (1999 to 2008)

  1. Shichao Zhang, Zhi Jin and Xiaofeng Zhu: NIIA: Nonparametric Iterative Imputation Algorithm. Tenth Pacific Rim International Conference on Artificial Intelligence (PRICAI-08), December 15-19, 2008: 544-555.
  2. Zhenxing Qin, Shichao Zhang, Li Liu and Tao Wang: Cost-sensitive Semi-supervised Classification using CS-EM. IEEE 8th International Conference on Computer and Information Technology, 8 - 11 July, 2008: 131-136.
  3. Shichao Zhang, Li Liu, Xiaofeng Zhu and Chen Zhang: A Strategy for Attributes Selection in Cost-Sensitive Decision Trees Induction. IEEE 8th International Conference on Computer and Information Technology (Workshop paper), 8 - 11 July, 2008: 8-13. (doi 10.1109/cit.2008.Workshops.51)
  4. Shichao Zhang: Cost-sensitive Classification with Deficient Labeled Data. The International Conference on Machine Learning and Data Mining, 16 - 19 June, 2008. (Invited talk, with Zhenxing Qin and Alan Wang)
  5. Xiaofeng Zhu, Shichao Zhang, Jilian Zhang, Chengqi Zhang, Cost-Sensitive Imputing Missing Values with Ordering. Proceedings of 22nd National Conference on Artificial Intelligence (AAAI-07), Vancouver, USA, July 22-26, 2007: 1922-1923.
  6. Jilian Zhang, Shichao Zhang, Xiaofeng Zhu, Xindong Wu, Chengqi Zhang, Measuring the uncertainty of differences for contrasting groups. Proceedings of 22nd National Conference on Artificial Intelligence (AAAI-07), Vancouver, USA, July 22-26, 2007: 1920-1921.
  7. Chengqi Zhang, Xiaofeng Zhu, Jilian Zhang, Yongsong Qin, Shichao Zhang. GBKII: An Imputation Method for Missing Values. Proceedings of PAKDD 2007, May 2007: 1080-1087.
  8. Zhangyan Xu, Chengqi Zhang, Shichao Zhang, Wei Song, Bingru Yang: Efficient Attribute Reduction Based on Discernibility Matrix. RSKT 2007: 13-21.
  9. Shichao Zhang, Xiaofeng Zhu, Jilian Zhang, Chengqi Zhang: Cost-Time Sensitive Decision Tree with Missing Values. KSEM 2007: 447-459.
  10. Qingfeng Chen, Phoebe Chen, Shichao Zhang. Identifying Hidden Patterns in Secure Message for Protocol Analysis. Proceedings of Second International Conference on Knowledge Science, Engineering and Management (KSEM'2007), Springer, 2007: 30-38.
  11. Shichao Zhang, Feng Chen, Xindong Wu, Chengqi Zhang: Identifying bridging rules between conceptual clusters. Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-06), Philadelphia, PA, USA, 2006: 815-820.
  12. Shichao Zhang, Xindong Wu, Yongsong Qin, Jilian Zhang and Xiaofeng Zhu, CIBuilder: A System Prototype for Building Confidence Intervals for Different Groups. KDD 2006 Demo.
  13. Shichao Zhang, Xiaofeng Zhu, Jilian Zhang and Zifang Huang, Identifying Follow-Correlation Itemset-Pairs. ICDM-06, Hongkong, 2006: 765-774.
  14. Yanchang Zhao, Chengqi Zhang and Shichao Zhang, Enhancing DWT for Recent-Biased Dimension Reduction on Time Series Data. AI-06, 2006: 1048-1053.
  15. Yi-Ping Phoebe Chen, Qingfeng Chen, Shichao Zhang, Chengqi Zhang, Detecting Collusion Attacks in Security Protocols, Proceedings of APWeb 2006, Jan 2006: 297-306.
  16. Yanchang Zhao, Chengqi Zhang, Shichao Zhang and Lianwei Zhao, Adapting K-Means Algorithm for Discovering Clusters in Subspaces, Proceedings of APWeb 2006, Jan 2006: 53-62.
  17. Faliang Huang and Shichao Zhang, Clustering Web Documents Based on Knowledge Granularity, Proceedings of APWeb 2006, Jan 2006: 85-96.
  18. Shichao Zhang, Jeffrey Xu Yu, Jingli Lu, Chengqi Zhang: Is Frequency Enough for Decision Makers to Make Decisions?. Proceedings of PAKDD 2006, May 2006: 499-503.
  19. Shichao Zhang, Rifeng Wang, Yanping Guo: Efficient Computation of Multi-feature Data Cubes. KSEM 2006: 612-624.
  20. Shichao Zhang, Yongsong Qin, Xiaofeng Zhu, Jilian Zhang, Chengqi Zhang: Optimized Parameters for Missing Data Imputation. PRICAI 2006: 1010-1016.
  21. Shichao Zhang, Yongsong Qin, Xiaofeng Zhu, Jilian Zhang, Chengqi Zhang: Difference Detection between Two Contrastsets. DAWAK-06, 2006: 481-490.
  22. Chengqi Zhang, Yongsong Qin, Xiaofeng Zhu, Jilian Zhang, Shichao Zhang: Clustering-based Missing Value Imputation for Data Preprocessing. 4th IEEE International Conference on Industrial Informatics (INDIN-2006), Singapore, August 16-18, 2006: 1081 - 1086.
  23. Zhuoming Xu, Shichao Zhang, and Yisheng Dong, Mapping between Relational Database Schema and OWL Ontology for Deep Annotation. IEEE/WIC/ACM WI-2006: 548-552.
  24. Shichao Zhang, Yongsong Qin, Xiaofeng Zhu, Jilian Zhang and Chengqi Zhang, Kernel-Based Multi-imputation for Missing Data. Proceedings of AMT 2006, Jun 2006: 106-111.
  25. Yanchang Zhao, Chengqi Zhang and Shichao Zhang, Efficiently Discovering Frequent Itemsets by Sampling. Proceedings of AMT 2006, Jun 2006: 112-117.
  26. Zhenxing Qin, Chengqi Zhang and Shichao Zhang, Missing or absent? A Question in Cost-sensitive Decision Tree. Proceedings of AMT 2006, Jun 2006: 118-125.
  27. Shengli Sheng, Charles X. Ling, Ailing Ni, and Shichao Zhang. Cost-Sensitive Test Strategies. Proceedings of 21st National Conference on Artificial Intelligence (AAAI-06), July 16 - 20, 2006, Boston, Massachusetts, USA, pp482-487.
  28. Shichao Zhang, Xindong Wu, Jilian Zhang, and Chengqi Zhang, A Decremental Algorithm for Mining Dynamic Databases. Proceedings of 7th International Conference on Data Warehousing and Knowledge Discovery (DaWak 2005), Copenhagen, Denmark, Aug. 22-26, 2005: 305-314.
  29. Chengqi Zhang and Shichao Zhang, In-Depth Data Mining and Its Application in Stock Market. Proceedings of ADMA-04, Wuhan, China, 2004: 12-13 (Chengqi's keynote speech invited by the conference).
  30. Zhenxing Qin, Chengqi Zhang and Shichao Zhang, Dynamic Test-sensitive Decision Trees with Multiple Cost Scales. Proceedings of FSKD 2005, Changsha, China, August 2005: 402-405.
  31. Yi-Ping Phoebe Chen, Qingfeng Chen, Chengqi Zhang, Shichao Zhang, A Framework for Merging Inconsistent Beliefs in Security Protocol Analysis. International Workshop on Data Engineering Issues in E-Commerce (DEEC 2005, In conjunction with IEEE ICDE 2005), Tokyo, Japan, July 2005.
  32. Yanchang Zhao, Chengqi Zhang and Shichao Zhang, A Recent-Biased Dimension Reduction Technique for Time Series Data. The Ninth Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD-05), Vietnam, May 18-20, 2005: 751-757.
  33. Charles Ling, Qiang Yang, Jianning Wang and Shichao Zhang, Decision Trees with Minimal Costs. In: Proceedings of 21st International Conference on Machine Learning, Banff, Alberta, Canada , July 4-8, 2004.
  34. Qingfeng Chen, Chengqi Zhang and Shichao Zhang, A Verification Model for Electronic Transaction Protocols. In: Proceedings of 6th Asia-Pacific Web Conference (APWeb 2004), Hangzhou, China, Lecture Notes in Computer Science, 3007, Springer, April 14-17, 2004: 824-833.
  35. Yanchang Zhao, Chengqi Zhang and Shichao Zhang, Discovering Interesting Association Rules by Clustering. In: Proceedings of the 17th Australian Joint Conference on Artificial Intelligence (AI 2004), Cairns, Queensland, Australia, 6-10 December, 2004: 1055-1061.
  36. Zhenxing Qin, Chengqi Zhang and Shichao Zhang, Cost-sensitive Decision Trees With Multiple Cost Scales. In: Proceedings of the 17th Australian Joint Conference on Artificial Intelligence (AI 2004), Cairns, Queensland, Australia, 6-10 December, 2004: 380-390.
  37. Shichao Zhang, Li Liu, Jingli Lu, and Yuming Ou, Is Minimum-Support Appropriate to Identifying Large Itemsets? In: Proceedings of 8th Pacific Rim International Conference on Artificial Intelligence (PRICAI 2004), Auckland, New Zealand, 11-13 August, 2004: 474-484.
  38. Qingfeng Chen and Shichao Zhang, Dealing with Inconsistent Secure Messages. In: Proceedings of 8th Pacific Rim International Conference on Artificial Intelligence (PRICAI 2004), Auckland, New Zealand, 11-13 August, 2004: 33-42. (BP Award)
  39. Zhenxing Qin, Li Liu and Shichao Zhang, Mining Term Association Rules for Heuristic Query Construction. In: Proceedings of 8th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Sydney, Australia , May 26-28, 2004: 145-154.
  40. Xiaowei Yan, Chengqi Zhang, and Shichao Zhang, A Database-independent Approach of Mining Association Rules with Genetic Algorithm, In: Proceedings of the Fourth International Conference on Intelligent Data Engineering and Automeated Learning (IDEAL), Hong Kong, 21-23 March 2003: 882-886.
  41. Qingfeng Chen, Chengqi Zhang, and Shichao Zhang, Verifying the Payment Authorization in SET Protocol, In: Proceedings of the Fourth International Conference on Intelligent Data Engineering and Automated Learning (IDEAL), Hong Kong, 21-23 March 2003: 914-918.
  42. Qingfeng Chen, Chengqi Zhang, Shichao Zhang, and Chunsheng Li, Verifying the Purchase Request in SET Protocol, In: Proceedings of APWeb2003, Xi'an, China, April 23-25, 2003: 263-274.
  43. Xiaowei Yan, Chengqi Zhang and Shichao Zhang, Indexing by Conditional Association Semantic. In: Proceedings of the first IEEE Conference on Information Technology ITCC 2003, Las Vegas, Nevada, USA, April 28-30, 2003: 672-675.
  44. Shichao Zhang, Xindong Wu, Chengqi Zhang and Kaile Su, Identifying Quality Knowledge from Different Data Sources. In: Proceedings of the IEEE ICDM 2003 Foundation of Data Mining Workshop, USA, 2003.
  45. Wenlong Nie, Shier Ju, and Shichao Zhang, Ontology based Parsing in NLU. In: Proceedings of 2003 International Conference on Natural Language Processing and Knowledge Engineering (NLP-KE), Beijing, China, Oct 26-29, 2003.
  46. Xiaowei Yan, Chengqi Zhang, and Shichao Zhang, A Database-Independent Strategy for Confidence Determination. In: Proceedings of the SEKE'2003, San Francisco, USA, July 1-3, 2003.
  47. Shichao Zhang, Chengqi Zhang and Qiang Yang (Eds.), Data Cleaning and Preprocessing. Special Issue of Applied Artificial Intelligence. Volume 17, 5-6(2003).
  48. Shichao Zhang, Qiang Yang and Chengqi Zhang (Eds.), Proceedings of the First International Workshop on Data Cleaning and Preprocessing (DCAP 2002). University of Technology Sydney and Hong Kong University of Science and Technology, Maebashi City, Japan, December 2002.
  49. Xindong Wu, Chengqi Zhang and Shichao Zhang, Mining Both Positive and Negative Association Rules. In: Proceedings of the 19th International Conference on Machine Learning, Sydney, Australia, July 2002: 658-665.
  50. Chengqi Zhang and Shichao Zhang, Database Clustering for Mining Multi-Databases. In: Proceedings of the 11th IEEE International Conference on Fuzzy Systems, Honolulu, Hawaii, USA, 12-17 May 2002: 974 - 979.
  51. Chengqi Zhang, Xiaowei Yan, Shichao Zhang and Paul Kennedy, Mining Very Large Databases Using Software Agents. In: Proceedings of the International Conference on Machine Learning and Applications, Las Vegas, USA, 24-27 June 2002: 84-90.
  52. Xiaowei Yan, Chengqi Zhang, Shichao Zhang and John Debenham, Association Rule Mining by Agents. In: Proceedings of the International Conference on Machine Learning and Applications, Las Vegas, USA, 24-27 June 2002: 77-83.
  53. Shichao Zhang and Li Liu, Causality Discovery in Databases. In: Proceedings of the International Congress on Autonomous Intelligent Systems, Geelong, Australia, 12-15 Feb. 2002.
  54. Chengqi Zhang and Shichao Zhang, Identifying Quality Association Rules by External Data. In: Proceedings of the International Congress on Autonomous Intelligent Systems, Geelong, Australia, 12-15 Feb. 2002.
  55. Shichao Zhang and Chengqi Zhang, The Importance of Multi-Database Mining. Chinese Association Conference on Artificial Intelligence 2002, invited speech.
  56. Shichao Zhang, Chengqi Zhang, Xiaowei Yan and Zhenxing Qin, Mind The Trends When You Mine: Incremental Data Mining. In: Proceedings of the 2002 International Conference on Fuzzy Systems and Knowledge Discovery, Singapore, 18-22 Nov. 2002. Vol. 1. pp. 146-150.
  57. Chengqi Zhang, Shichao Zhang, Xiaowei Yan and Zhenxing Qin, Identifying Exceptional Patterns in Multi-databases. In: Proceedings of the 2002 International Conference on Fuzzy Systems and Knowledge Discovery, Singapore, 18-22 November 2002. Vol. 2. pp. 476-480.
  58. Li Niu, Xiaowei Yan and Shichao Zhang, Product Hierarchy-based Customer Profiles for Electronic Commerce Recommendation. In: Proceedings of the IEEE 1st International Conference on Machine Learning and Cybernetics, Beijing, China, 4-5 Nov. 2002. pp.1075-1080.
  59. Shichao Zhang and Chengqi Zhang, Estimating itemsets of interest by sampling. In: Proceedings of the 10th IEEE International Conference on Fuzzy Systems, Dec. 2001: 131 - 134.
  60. Shichao Zhang and Chengqi Zhang, Pattern discovery in probabilistic databases. In: Proceedings of the 14th Australian Joint Conference on Artificial Intelligence, LNAI 2256, pp. 619-630, Adelaide, Australia, 10 - 14 December 2001. ISBN: 3-540-42960-3.
  61. Chengqi Zhang and Shichao Zhang, Collecting quality data for database mining. In: Proceedings of the 14th Australian Joint Conference on Artificial Intelligence, LNAI 2256, pp. 593-604, Adelaide, Australia, 10 - 14 December 2001. ISBN: 3-540-42960-3.
  62. Shichao Zhang and Chengqi Zhang, Mining small databases by collecting knowledge (Poster). In: Proceedings of 7th International Conference on Database Systems for Advanced Applications DASFAA2001), edited by Dik Lun Lee and Yasushi Kiyoki, Published by IEEE Publishers. pp. 154-155, Hong Kong, April 18-21, 2001. ISBN: 0-7695-0996-7.
  63. Kaile Su, Xudong Luo, Huaiqing Wang, Chengqi Zhang, Shichao Zhang and Qingfeng Chen, A Logical Framework for Knowledge Sharing in Multi-Agent Systems. In: Proceedings of 7th Annual International Computing and Combinatorics Conference, pp. 561-570, Guilin, China, August 20-23, 2001.
  64. Xiaofeng Wang, Shichao Zhang, P. K. Khosla, H. Kiliccote and Chengqi Zhang, Anytime algorithm for agent-mediated merchant information gathering. In: Proceedings of the Fourth International Conference on Autonomous Agents, Catalonia, Spain, ACM Press, June, 2000: 333-340
  65. Shichao Zhang and Xudong Luo, Weighted Values Acquisition from Applications. In: Proceedings of 8th International Conference on Intelligent Systems, Denver, Colorado USA. June 24-26, 1999.
  66. Shichao Zhang, Chengqi Zhang and Xudong Luo, Matrix Method for Interval Calculus. In: Proceedings of 8th International Conference on Intelligent Systems, Denver, Colorado USA. June 24-26, 1999.
  67. Shichao Zhang, et al., The linear reasoning of a class of Bayesian networks. In: Proceedings of ICYCS'99, Beijing, China, 1999.
  68. Shichao Zhang; Chengqi Zhang. Query languages for 1NF temporal databases. IEEE Region 10 Annual Conference on Speech and Image Technologies for Computing and Telecommunications (TENCON'97), Volume 1, 2-4 Dec. 1997 Page(s): 211 - 214.
  69. Chengqi Zhang; Shichao Zhang. A time framework for temporal databases. IEEE Region 10 Annual Conference on Speech and Image Technologies for Computing and Telecommunications (TENCON'97), Volume 1, 2-4 Dec. 1997 Page(s): 215 - 218.

    Other journal Papers

  70. Shichao Zhang: Assessing Scientific Research Strength at Department Level. Journal of Guangxi Normal University (Natural Science Edition), No 1, 2008: xx-xx.
  71. Shichao Zhang, Xiaofang You, Dingrong Yuan. Identifying Exceptions from Data Streams Based on Kernel Estimation and Interval Clustering. Frontiers of Computer Science and Technology, 1(1), 2007: 108-115.
  72. Dingrong Yuan, Shichao Zhang, Xiaofeng Zhu, Chen Zhang. Cost-sensitive Decision Trees Based on Relative Waiting Time. Frontiers of Computer Science and Technology, accepted.
  73. Chengqi Zhang, Jeffrey Xu Yu and Shichao Zhang, Identifying Interesting Patterns in Multi-databases. In: Eds: Saman Halgamuge and Lipo Wang, Classification and Clustering for Knowledge Discovery, Springer Verlag, Series: Studies in Computational Intelligence, Vol. 4 2005, Approx. 300 p., Hardcover, ISBN: 3-540-26073-0. (Book chapter)
  74. Shichao Zhang and Chengqi Zhang, Group Pattern Discovery Systems for Mining Multiple Data Sources. In: Eds: John Wang, Encyclopedia of Data Warehousing and Mining, Idea Group Inc., July 8, 2005: 546-549. (Book chapter)
  75. Ailing Ni, Shujie Yang, Xiaofeng Zhu and and Shichao Zhang, Learning Optimal Classification Rules. ASIAN JOURNAL OF INFORMATION TECHNOLOGY, to appear.
  76. Shujie Yang, Xiaofang You, Feng Chen and Shichao Zhang, Stock-Management-Based Expectation Pattern Discovery. ASIAN JOURNAL OF INFORMATION TECHNOLOGY, to appear.
  77. Shichao Zhang and Chengqi Zhang, Discovering Associations in Very Large Databases by Approximating. Acta Cybernetica, 16(2003): 155-177.
  78. Shichao Zhang and Li Liu, Mining Dynamic databases by Weighting. Acta Cybernetica, 16(2003): 179-205.
  79. Li Niu, Xiaowei Yan, Chengqi Zhang and Shichao Zhang, Product Hierarchy-based Customer Profiles for Electronic Commerce Recommendation. Asian Journal of Information Technology, 2003 2(1): 18-24.
  80. Shichao Zhang, Chengqi Zhang and Zhenxing Qin, Modeling Temporal Semantics of Data. Asian Journal of Information Technology, 2003 2(1): 25-35.
  81. Shichao Zhang and Chengqi Zhang, Algorithms of Querying Temporal Data. Asian Journal of Information Technology, 1 (1)2002: 10-18.
  82. Shichao Zhang and Chengqi Zhang, A Model for Compressing Probabilities in Belief Networks (pdffile). Informatica, 25 (2001) 409-419.
  83. Shichao Zhang and Chengqi Zhang, Tractable problems in Bayesian Networks. Information, Vol. 3, 3(2000): 361-378.