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Note: Links lead to the DBLP on the Web. Chengqi 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 Shichao Zhang , Jeffrey Xu Yu , Jingli Lu , Chengqi Zhang: Is Frequency Enough for Decision Makers to Make Decisions?. PAKDD 2006 : 499-503 Longbing Cao , Chengqi Zhang: Domain-Driven Actionable Knowledge Discovery in the Real World. PAKDD 2006 : 821-830 Chengqi Zhang, Shichao Zhang : In-Depth Data Mining and Its Application in Stock Market. ADMA 2005 : 13 Chengqi Zhang, Zili Zhang , Longbing Cao : Agents and Data Mining: Mutual Enhancement by Integration. AIS-ADM 2005 : 50-61 Li Lin , Longbing Cao , Chengqi Zhang: The Fish-eye Visualization of Foreign Currency Exchange Data Streams. APVIS 2005 : 91-96 Ailing Ni , Xiaofeng Zhu , Chengqi Zhang: Any-Cost Discovery: Learning Optimal Classification Rules. Australian Conference on Artificial Intelligence 2005 : 123-132 Li Lin , Longbing Cao , Chengqi Zhang: Genetic Algorithms for Robust Optimization in Financial Applications. Computational Intelligence 2005 : 387-391 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 Li Lin , Longbing Cao , Chengqi Zhang: The Visualization of Large Database in Stock Market. Databases and Applications 2005 : 163-166 Zhenxing Qin , Chengqi Zhang, Xuehui Xie , Shichao Zhang : Dynamic Test-Sensitive Decision Trees with Multiple Cost Scales. FSKD (1) 2005 : 402-405 Longbing Cao , Chengqi Zhang, Jiarui Ni : Agent Services-Orinted Architectural Design of Open Complex Agent Systems. IAT 2005 : 120-123 Jiarui Ni , Chengqi Zhang: An Efficient Implementation of the Backtesting of Trading Strategies. ISPA 2005 : 126-131 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) Chengqi Zhang, Zhenxing Qin , Xiaowei Yan : Association-Based Segmentation for Chinese-Crossed Query Expansion. IEEE Intelligent Informatics Bulletin 5 (1): 18-25 (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) Chengqi Zhang, Qiang Yang , Bing Liu : Guest Editors' Introduction: Special Section on Intelligent Data Preparation. IEEE Trans. Knowl. Data Eng. 17 (9): 1163-1165 (2005) Xindong Wu , Chengqi Zhang, Shichao Zhang : Database classification for multi-database mining. Inf. Syst. 30 (1): 71-88 (2005) Jiaqi Wang , Xindong Wu , Chengqi Zhang: Support vector machines based on K-means clustering for real-time business intelligence systems. Int. J. Business Intelligence and Data Mining 1 (1): 54-64 (2005) Qingfeng Chen , Chengqi Zhang, Shichao Zhang : ENDL: A Logical Framework for Verifying Secure Transaction Protocols. Knowl. Inf. Syst. 7 (1): 84-109 (2005) Xiaochun Cheng , Dantong Ouyang , Yunfei Jiang , Chengqi Zhang: An improved model-based method to test circuit faults. Theor. Comput. Sci. 341 (1-3): 150-161 (2005) Zili Zhang , Chengqi Zhang: Agent-Based Hybrid Intelligent Systems: An Agent-Based Framework for Complex Problem Solving Springer 2004 Honghua Dai , Ramakrishnan Srikant , Chengqi Zhang: Advances in Knowledge Discovery and Data Mining, 8th Pacific-Asia Conference, PAKDD 2004, Sydney, Australia, May 26-28, 2004, Proceedings Springer 2004 Chengqi Zhang, Hans W. Guesgen , Wai-Kiang Yeap : PRICAI 2004: Trends in Artificial Intelligence, 8th Pacific Rim International Conference on Artificial Intelligence, Auckland, New Zealand, August 9-13, 2004, Proceedings Springer 2004 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 Longbing Cao , Jiarui Ni , Jiaqi Wang , Chengqi Zhang: Agent Services-Driven Plug-and-Play in F-TRADE. Australian Conference on Artificial Intelligence 2004 : 917-922 Longbing Cao , Chengqi Zhang, Dan Luo , Wanli Chen , Neda Zamani : Integrative Early Requirements Analysis for Agent-Based Systems. HIS 2004 : 118-123 Longbing Cao , Jiaqi Wang , Li Lin , Chengqi Zhang: Agent Services-Based Infrastructure for Online Assessment of Trading Strategies. IAT 2004 : 345-348 Chunsheng Li , Zili Zhang , Chengqi Zhang: A Platform for Dynamic Organization of Agents in Agent-Based Systems. IAT 2004 : 454-457 Yanchang Zhao , Chengqi Zhang, Yi-Dong Shen : Clustering High-Dimensional Data with Low-Order Neighbors. Web Intelligence 2004 : 103-109 Longbing Cao , Chao Luo , Dan Luo , Chengqi Zhang: Integration of Business Intelligence Based on Three-Level Ontology Services. Web Intelligence 2004 : 17-23 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 Chunsheng Li , Chengqi Zhang, Mei Wang , Qingfeng Song : An Approach to Digitizing and Managing Well-Logging Parameter Graphs with Agent-Based Perspective. IAT 2003 : 11-17 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 Chunsheng Li , Chengqi Zhang, Zili Zhang : A Ring-Based Architectural Model for Middle Agents in Agent-Based System. IDEAL 2003 : 94-98 Chunsheng Li , Chengqi Zhang, Longbing Cao : Theoretical Evaluation of Ring-Based Architectural Model for Middle Agents in Agent-Based System. ISMIS 2003 : 603-607 Chunsheng Li , Chengqi Zhang, Mei Wang : An Agent-Based Curve-Digitizing System for Well-Logging Data Management. ITCC 2003 : 656-660 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 Longbing Cao , Chunsheng Li , Chengqi Zhang, Ruwei Dai : Open Giant Intelligent Information Systems and Its Agent-Oriented Analysis and Design. SEKE 2003 : 85-89 Longbing Cao , Chunsheng Li , Chengqi Zhang, Ru-Wei Dai : Open Giant Intelligent Information Systems and Its Multiagent-Oriented System Design. Software Engineering Research and Practice 2003 : 816-822 Shichao Zhang , Chengqi Zhang: Discovering Associations in Very Large Databases by Approximating. Acta Cybern. 16 (1): 155-177 (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) 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 Zili Zhang , Chengqi Zhang: An improvement to matchmaking algorithms for middle agents. AAMAS 2002 : 1340-1347 Chengqi Zhang, Chunsheng Li , Zili Zhang : An Agent-Based Framework for Petroleum Information Services from Distributed Heterogeneous Data Resources. APSEC 2002 : 593-602 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- Zili Zhang , Chengqi Zhang: An Application of Fuzzy Cluster analysis to Matchmaking in Middle Agents. FSKD 2002 : 566-570 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 Zili Zhang , Chengqi Zhang: An Agent-Based Hybrid Intelligent System for Financial Investment Planning. PRICAI 2002 : 355-364 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) Xudong Luo , Chengqi Zhang, Nicholas R. Jennings : A Hybrid Model for Sharing Information Between Fuzzy, Uncertain and Default Reasoning Models in Multi-agent Systems. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 10 (4): 401- (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 Zili Zhang , Chengqi Zhang: Reasoning with Multimedia Information Using Symbolic Projection. Australian Joint Conference on Artificial Intelligence 2001 : 643-654 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 , Chengqi Zhang: A model for compressing probabilities in belief networks. Informatica (Slovenia) 25 (3): (2001) Xudong Luo , Chengqi Zhang, Ho-fung Leung : Information sharing between heterogeneous uncertain reasoning models in a multi-agent environment: a case study. Int. J. Approx. Reasoning 27 (1): 27-59 (2001) Chengqi Zhang, Von-Wun Soo : Design and Applications of Intelligent Agents, Third Pacific Rim International Workshop on Multi-Agents, PRIMA 2000, Melbourne, Australia, August 28-29, 2000, Proceedings Springer 2000 Zili Zhang , Chengqi Zhang: Result Fusion in Multi-Agent Systems Based on OWA Operator. ACSC 2000 : 234-240 Xiaofeng Wang , Han Kiliççöte , Pradeep K. Khosla , Chengqi Zhang: Agent-Based Risk Learning for Computing Systems. ICMAS 2000 : 459-460 Zili Zhang , Chengqi Zhang, Swee San Ong : Building an Ontology for Financial Investment. IDEAL 2000 : 308-313 Yuefeng Li , Chengqi Zhang: Perceiving Environments for Intelligent Agents. PRICAI 2000 : 297-307 Chengqi Zhang, Zili Zhang , Ong Swee San : An Agent-Based Soft Computing Society. Rough Sets and Current Trends in Computing 2000 : 661-668 Yuefeng Li , Chengqi Zhang, Jason R. Swan : An information filtering model on the Web and its application in JobAgent. Knowl.-Based Syst. 13 (5): 285-296 (2000) Hideyuki Nakashima , Chengqi Zhang: Approaches to Intelligent Agents, Second Pacific Rim International Workshop on Multi-Agents, PRIMA '99, Kyoto, Japan, December 2-3, 1999, Proceedings Springer 1999 Zili Zhang , Chengqi Zhang: A Serving Agent for Integrating Soft Computing and Software Agents. Australian Joint Conference on Artificial Intelligence 1999 : 476-477 Yuefeng Li , Chengqi Zhang: Information-Based Cooperation in Multiple Agent Systems. Australian Joint Conference on Artificial Intelligence 1999 : 496-498 Xudong Luo , Chengqi Zhang, Ho-fung Leung : A Class of Isomorphic Transformations for Integrating EMYCIN-Style and PROSPECTOR-Style Systems into a Rule-Based Multi-Agent System. PRIMA 1999 : 211-225 Xudong Luo , Chengqi Zhang: Proof of the Correctness of EMYCIN Sequential Propagation Under Conditional Independence Assumptions. IEEE Trans. Knowl. Data Eng. 11 (2): 355-359 (1999) Minjie Zhang , Chengqi Zhang: Potential Cases, Methodologies, and Strategies of Synthesis of Solutions in Distributed Expert Systems. IEEE Trans. Knowl. Data Eng. 11 (3): 498-503 (1999) Chengqi Zhang, Ling Guan , Zheru Chi : Introduction to the Special Issue on Learning in Intelligent Algorithms and Systems Design. JACIII 3 (6): 439-440 (1999) Shichao Zhang , Chengqi Zhang: IMC: A Method for Interval Calculus in Matrix. Knowl. Inf. Syst. 1 (2): 257-268 (1999) Xudong Luo , Chengqi Zhang: An Axiom Foundation for Uncertain Reasonings in Rule-Based Expert Systems: NT-Algebra. Knowl. Inf. Syst. 1 (4): 415-433 (1999) Wayne Wobcke , Maurice Pagnucco , Chengqi Zhang: Agents and Multi-Agent Systems Formalisms, Methodologies, and Applications, Based on the AI'97 Workshops on Commonsense Reasoning, Intelligent Agents, and Distributed Artificial Intelligence, Perth, Australia, December 1, 1997 Springer 1998 Chengqi Zhang, Dickson Lukose : Multi-Agent Systems: Theories, Languages, and Applications, 4th Australian Workshop on Distributed Artificial Intelligence, Brisbane, Queensland, Australia, July 13, 1998, Selected Papers Springer 1998 Yue Xu , Chengqi Zhang: A Neural Network Diagnosis Model without Disorder Independence Assumption. PRICAI 1998 : 341-352 Xudong Luo , Chengqi Zhang: LSLNCF: A Hybrid Uncertain Reasoning Model Based on Probability. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 6 (4): 401-422 (1998) Chengqi Zhang, Dickson Lukose : Multi-Agent Systems: Methodologies and Applications, Second Australian Workshop on Distributed Artificial Intelligence, Cairns, Queensland, Australia, August 27, 1996, Revised Papers Springer 1997 Chengqi Zhang, Yuefeng Li : An Algorithm for Plan Verification in Multiple Agent Systems. Agents and Multi-Agent Systems Formalisms, Methodologies, and Applications 1997 : 149-163 Chengqi Zhang, Xudong Luo : Transformation between the EMYCIN Model and the Bayesian Network. Agents and Multi-Agent Systems Formalisms, Methodologies, and Applications 1997 : 205-220 Xudong Luo , Chengqi Zhang, Jingqiu Cai : The Weighting Issue in Fuzzy Logic. Informatica (Slovenia) 21 (2): (1997) Chengqi Zhang, Dickson Lukose : Distributed Artificial Intelligence: Architecture and Modelling, First Australian Workshop on DAI, Canberra, ACT, Australia, November 13, 1995, Proceedings Springer 1996 Minjie Zhang , Chengqi Zhang: Methodologies of Solution Synthesis in Distributed Expert Systems. DAI 1996 : 137-151 Hongxia Yang , Chengqi Zhang: Application of MAS in Implementing Rational IP Routers on the Priced Internet. DAI 1996 : 166-180 Yue Xu , Chengqi Zhang: An Improved Critical Diagnosis Reasoning Method. ICTAI 1996 : 170-173 Xudong Luo , Chengqi Zhang: A Unified Algebraic Structure for Uncertain Reasoning. PRICAI 1996 : 459-470 Hongxia Yang , Chengqi Zhang: Definition and Application of a Comprehensive Framework for Distributed Problem Solving. DAI 1995 : 1-15 Minjie Zhang , Chengqi Zhang: Neural Network Strategies for Solving Synthesis Problems in Non-conflilct Cases in Distributed Expert Systems. DAI 1995 : 174-188 Minjie Zhang , Chengqi Zhang: The Consensus of Uncertainties in Distributed Expert Systems. ICMAS 1995 : 468 Chengqi Zhang: Heterogeneous Transformation of Uncertainties of Propositions Among Inexact Reasoning Models. IEEE Trans. Knowl. Data Eng. 6 (3): 353-360 (1994) Chengqi Zhang: Cooperation Under Uncertainty in Distributed Expert Systems. Artif. 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