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Shichao Zhang

Papers on DiSC'06


"Missing is useful": missing values in cost-sensitive decision trees

Publications


Note: Links lead to the DBLP on the Web.

Shichao Zhang

Qingfeng Chen , Yi-Ping Phoebe Chen , Shichao Zhang, Chengqi Zhang : Detecting Collusion Attacks in Security Protocols. APWeb 2006 : 297-306

Yanchang Zhao , Chengqi Zhang , Shichao Zhang, Lianwei Zhao : Adapting K-Means Algorithm for Discovering Clusters in Subspaces. APWeb 2006 : 53-62

Faliang Huang , Shichao Zhang: Clustering Web Documents Based on Knowledge Granularity. APWeb 2006 : 85-96

Shichao Zhang, Jeffrey Xu Yu , Jingli Lu , Chengqi Zhang : Is Frequency Enough for Decision Makers to Make Decisions?. PAKDD 2006 : 499-503

Shichao Zhang, Mohammed Zaki : Mining Multiple Data Sources: Local Pattern Analysis. Data Min. Knowl. Discov. 12 (2-3): 121-125 (2006)

Yanchang Zhao , Shichao Zhang: Generalized Dimension-Reduction Framework for Recent-Biased Time Series Analysis. IEEE Trans. Knowl. Data Eng. 18 (2): 231-244 (2006)

Shichao Zhang, Ray Jarvis : AI 2005: Advances in Artificial Intelligence, 18th Australian Joint Conference on Artificial Intelligence, Sydney, Australia, December 5-9, 2005, Proceedings Springer 2005

Chengqi Zhang , Shichao Zhang: In-Depth Data Mining and Its Application in Stock Market. ADMA 2005 : 13

Qingfeng Chen , Yi-Ping Phoebe Chen , Chengqi Zhang , Shichao Zhang: A Framework for Merging Inconsistent Beliefs in Security Protocol Analysis. DEEC 2005 : 119-124

Shichao Zhang, Xindong Wu , Jilian Zhang , Chengqi Zhang : A Decremental Algorithm for Maintaining Frequent Itemsets in Dynamic Databases. DaWaK 2005 : 305-314

Zhenxing Qin , Chengqi Zhang , Xuehui Xie , Shichao Zhang: Dynamic Test-Sensitive Decision Trees with Multiple Cost Scales. FSKD (1) 2005 : 402-405

Yanchang Zhao , Chengqi Zhang , Shichao Zhang: A Recent-Biased Dimension Reduction Technique for Time Series Data. PAKDD 2005 : 751-757

Xiaowei Yan , Chengqi Zhang , Shichao Zhang: Armga: Identifying Interesting Association Rules with Genetic Algorithms. Applied Artificial Intelligence 19 (7): 677-689 (2005)

Kai-Yuan Cai , Yunfei Yin , Shichao Zhang: A Partial-Repeatability Approach to Data Mining. IEEE Intelligent Informatics Bulletin 5 (1): 26-34 (2005)

Jeffrey Xu Yu , Yuming Ou , Chengqi Zhang , Shichao Zhang: Identifying Interesting Customers through Web Log Classification. IEEE Intelligent Systems 20 (3): 55-59 (2005)

Shichao Zhang, Zhenxing Qin , Charles X. Ling , Shengli Sheng : "Missing Is Useful': Missing Values in Cost-Sensitive Decision Trees. IEEE Trans. Knowl. Data Eng. 17 (12): 1689-1693 (2005)

Xindong Wu , Chengqi Zhang , Shichao Zhang: Database classification for multi-database mining. Inf. Syst. 30 (1): 71-88 (2005)

Qingfeng Chen , Chengqi Zhang , Shichao Zhang: ENDL: A Logical Framework for Verifying Secure Transaction Protocols. Knowl. Inf. Syst. 7 (1): 84-109 (2005)

Qingfeng Chen , Chengqi Zhang , Shichao Zhang: A Verification Model for Electronic Transaction Protocols. APWeb 2004 : 824-833

Yanchang Zhao , Chengqi Zhang , Shichao Zhang: Discovering Interesting Association Rules by Clustering. Australian Conference on Artificial Intelligence 2004 : 1055-1061

Zhenxing Qin , Shichao Zhang, Chengqi Zhang : Cost-Sensitive Decision Trees with Multiple Cost Scales. Australian Conference on Artificial Intelligence 2004 : 380-390

Charles X. Ling , Qiang Yang , Jianning Wang , Shichao Zhang: Decision trees with minimal costs. ICML 2004

Zhenxing Qin , Li Liu , Shichao Zhang: Mining Term Association Rules for Heuristic Query Construction. PAKDD 2004 : 145-154

Qingfeng Chen , Shichao Zhang: Dealing with Inconsistent Secure Messages. PRICAI 2004 : 33-42

Shichao Zhang, Li Liu , Jingli Lu , Yuming Ou : Is Minimum-Support Appropriate to Identifying Large Itemsets? PRICAI 2004 : 474-484

Xindong Wu , Chengqi Zhang , Shichao Zhang: Efficient mining of both positive and negative association rules. ACM Trans. Inf. Syst. 22 (3): 381-405 (2004)

Shichao Zhang, Chengqi Zhang , Jeffrey Xu Yu : Mining Dependent Patterns In Probabilistic Databases. Cybernetics and Systems 35 (4): 399-424 (2004)

Chengqi Zhang , Meiling Liu , Wenlong Nie , Shichao Zhang: Identifying Global Exceptional Patterns in Multi-database Mining. IEEE Intelligent Informatics Bulletin 3 (1): 19-24 (2004)

Shichao Zhang, Chengqi Zhang , Qiang Yang : Guest Editors' Introduction: Information Enhancement for Data Mining. IEEE Intelligent Systems 19 (2): 12-13 (2004)

Shichao Zhang, Jingli Lu , Chengqi Zhang : A fuzzy logic based method to acquire user threshold of minimum-support for mining association rules. Inf. Sci. 164 (1-4): 1-16 (2004)

Shichao Zhang, Chengqi Zhang , Jeffrey Xu Yu : An efficient strategy for mining exceptions in multi-databases . Inf. Sci. 165 (1-2): 1-20 (2004)

Xiaowei Yan , Chengqi Zhang , Shichao Zhang: Identifying Software Component Association With Genetic Algorithm. International Journal of Software Engineering and Knowledge Engineering 14 (4): 441-447 (2004)

Qingfeng Chen , Chengqi Zhang , Shichao Zhang, Chunsheng Li : Verifying the Purchase Request in SET Protocol. APWeb 2003 : 263-274

Xiaowei Yan , Chengqi Zhang , Shichao Zhang: A Database-Independent Approach of Mining Association Rules with Genetic Algorithm. IDEAL 2003 : 882-886

Qingfeng Chen , Chengqi Zhang , Shichao Zhang: Verifying the Payment Authorization in SET Protocol. IDEAL 2003 : 914-918

Xiaowei Yan , Chengqi Zhang , Shichao Zhang: Identifying Frequent Terms in Text Databases by Association Semantics. ITCC 2003 : 672-675

Xiaowei Yan , Chengqi Zhang , Shichao Zhang: A Database-Independent Strategy for Confidence Determination. SEKE 2003 : 621-625

Shichao Zhang, Chengqi Zhang : Discovering Associations in Very Large Databases by Approximating. Acta Cybern. 16 (1): 155-177 (2003)

Shichao Zhang, Li Liu : Mining Dynamic databases by Weighting. Acta Cybern. 16 (1): 179-205 (2003)

Chengqi Zhang , Shichao Zhang, Geoffrey I. Webb : Identifying Approximate Itemsets of Interest in Large Databases. Appl. Intell. 18 (1): 91-104 (2003)

Chengqi Zhang , Shichao Zhang, Zili Zhang : Temporal Constraint Satisfaction in Matrix Method. Applied Artificial Intelligence 17 (2): 135-154 (2003)

Shichao Zhang, Chengqi Zhang , Qiang Yang : Data Preparation for Data Mining. Applied Artificial Intelligence 17 (5-6): 375-381 (2003)

Zili Zhang , Chengqi Zhang , Shichao Zhang: An Agent-Based Hybrid Framework for Database Mining. Applied Artificial Intelligence 17 (5-6): 383-398 (2003)

Yuefeng Li , Chengqi Zhang , Shichao Zhang: Cooperative Strategy for Web Data Mining and Cleaning. Applied Artificial Intelligence 17 (5-6): 443-460 (2003)

Xiaowei Yan , Chengqi Zhang , Shichao Zhang: Toward Databases Mining: Pre-Processing Collected Data. Applied Artificial Intelligence 17 (5-6): 545-561 (2003)

Shichao Zhang, Xindong Wu , Chengqi Zhang : Multi-Database Mining. IEEE Computational Intelligence Bulletin 2 (1): 5-13 (2003)

Xindong Wu , Shichao Zhang: Synthesizing High-Frequency Rules from Different Data Sources. IEEE Trans. Knowl. Data Eng. 15 (2): 353-367 (2003)

Shichao Zhang, Chengqi Zhang , Xiaowei Yan : Post-mining: maintenance of association rules by weighting. Inf. Syst. 28 (7): 691-707 (2003)

Shichao Zhang, Chengqi Zhang : A Probability Data Model and its Semantics. Journal of Research and Practice in Information Technology 35 (4): 237-256 (2003)

Chengqi Zhang , Shichao Zhang: Association Rule Mining, Models and Algorithms Springer 2002

Shichao Zhang, Chengqi Zhang , Xiaowei Yan , Zhenxing Qin : Identifying Exceptional Patterns in Multi-Databases. FSKD 2002 : 146-150

Chengqi Zhang , Shichao Zhang, Xiaowei Yan , Zhenxing Qin : Mind the Trends When You Mine: Incremental Data Mining. FSKD 2002 : 476-

Xindong Wu , Chengqi Zhang , Shichao Zhang: Mining Both Positive and Negative Association Rules. ICML 2002 : 658-665

Xiaowei Yan , Chengqi Zhang , Shichao Zhang, John K. Debenham : Association Rule Mining by Agents. ICMLA 2002 : 77-83

Chengqi Zhang , Xiaowei Yan , Shichao Zhang, Paul Kennedy : Mining Very Large Databases Using Software Agents. ICMLA 2002 : 84-90

Shichao Zhang, Chengqi Zhang : Propagating Temporal Relations of Intervals by Matrix. Applied Artificial Intelligence 16 (1): 1-27 (2002)

Shichao Zhang, Chengqi Zhang : Discovering Causality in Large Databases. Applied Artificial Intelligence 16 (5): 333-358 (2002)

Shichao Zhang, Chengqi Zhang : Anytime mining for multiuser applications. IEEE Transactions on Systems, Man, and Cybernetics, Part A 32 (4): 515-521 (2002)

Shichao Zhang, Chengqi Zhang : Encoding probability propagation in belief networks. IEEE Transactions on Systems, Man, and Cybernetics, Part A 32 (4): 526-531 (2002)

Chengqi Zhang , Shichao Zhang: Collecting Quality Data for Database Mining. Australian Joint Conference on Artificial Intelligence 2001 : 593-604

Shichao Zhang, Chengqi Zhang : Pattern Discovery in Probabilistic Databases. Australian Joint Conference on Artificial Intelligence 2001 : 619-630

Kaile Su , Xudong Luo , Huaiqing Wang , Chengqi Zhang , Shichao Zhang, Qingfeng Chen : A Logical Framework for Knowledge Sharing in Multi-agent Systems. COCOON 2001 : 561-570

Shichao Zhang, Chengqi Zhang : Mining Small Databases by Collecting Knowledge. DASFAA 2001 : 154-155

Shichao Zhang, Chengqi Zhang : Estimating Itemsets of Interst by Sampling. FUZZ-IEEE 2001 : 131-134

Shichao Zhang, Xindong Wu : Large Scale Data Mining Based on Data Partitioning. Applied Artificial Intelligence 15 (2): 129-139 (2001)

Shichao Zhang, Chengqi Zhang : A model for compressing probabilities in belief networks. Informatica (Slovenia) 25 (3): (2001)

Xiao Feng Wang , Shichao Zhang, Pradeep K. Khosla , Han Kiliççöte : Anytime algorithm for agent-mediated merchant information gathering. Agents 2000 : 333-340

Shichao Zhang: A nearest neighborhood algebra for probabilistic databases. Intell. Data Anal. 4 (1): 29-49 (2000)

Shichao Zhang: A Temporal Logic for Supporting Historical Databases. Knowl. Inf. Syst. 2 (1): 97-114 (2000)

Shichao Zhang: Aggregation and maintenance for database mining. Intell. Data Anal. 3 (6): 475-490 (1999)

Shichao Zhang, Chengqi Zhang : IMC: A Method for Interval Calculus in Matrix. Knowl. Inf. Syst. 1 (2): 257-268 (1999)

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