Longbing CAO's Homepage

Smart Trading and Surveillance (Multi-Agent + Data mining Based)

Longbing Cao Yuming Ou. Market Microstructure Patterns Powering Trading and Surveillance Agents. Journal of Universal Computer Sciences, 2008 (to appear).

Yuming Ou, Longbing Cao, Chao Luo and Chengqi Zhang. Domain-Driven Local Exceptional Pattern Mining for Detecting Stock Price Manipulation, PRICAI2008.

Chao Luo, Yanchang Zhao, Longbing Cao, Yuming Ou and Chengqi Zhang. Outlier Mining on Multiple Time Series Data in Stock Market, PRICAI2008.

Longbing Cao et al. Domain Driven Actionable Trading Evidence Extraction.

Longbing Cao and Tony He. Developing actionable trading agents, Knowledge and Information Systems: An International Journal.

Longbing Cao. Developing Actionable Trading Strategies, in edited book: Intelligent Agents in the Evolution of WEB and Applications, Springer.

Longbing Cao et al. Agent Collaboration for Multiple Trading Strategy Integration. KES-AMS2008.

Longbing Cao. Multi-strategy integration for actionable trading agents. ADMI2007 workshop joint with IAT2007.

Longbing Cao, Chao Luo, Chengqi Zhang. Developing actionable trading strategies for trading agents, IAT2007.

Yuming Ou, Longbing Cao, Ting Yu, and Chengqi Zhang. Detecting Turning Points of Trading Price and Return Volatility for Market Surveillance Agents, ADMI2007 workshop joint with IAT2007.

Longbing Cao, Chengqi Zhang. F-Trade: An Agent-Mining Symbiont for Financial Services, AAMAS2007.

Ting Yu, Longbing Cao, Yuming Ou, Chengqi Zhang. SEGMENTATION ALGORITHMS IN HIGH FREQUENCY TIME-SERIES DATA, CIEF2007.

Li Lin, Longbing Cao. Mining In-Depth Patterns in Stock Market, Int. J. Intelligent System Technologies and Applications, Vol.4, Nos.3/4, pp225-238, 2008.

Longbing Cao, chao luo, jiarui ni, dan luo, chengqi zhang. Stock data mining through fuzzy genetic algorithm, JCIS2006.

Li Lin, Longbing Cao,Chengqi Zhang. Genetic Algorithms for Robust Optimization in Financial Applications. The IASTED International Conference on Computational Intelligence (CI 2005), ISBN 0-88986-481-0, 2005.

Li Lin, Longbing Cao,Chengqi Zhang. The Visualization of Large Database in Stock Market. The 25th IASTED International Conference on Databases and Applications (DBA 2005), 2005.

Li Lin, Longbing Cao,Chengqi Zhang. The Fish-eye Visualisation of Foreign Currency Exchange Data Streams. The 4th Asia Pacific Symposium on Information Visualisation, Jan. 27-29, 2005 Sydney, Australia, 2005.

Longbing Cao, Jiaqi Wang, Li Lin, and chengqi zhang. Agent Services-Based Infrastructure for Online Assessment of Trading Strategies. proceedings of the 2004 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT'04), IEEE Computer Society Press, pp345-349.

Agent & Data Mining Interaction and Integration

Longbing Cao et al. Agent Collaboration for Multiple Trading Strategy Integration. KES-AMS2008.

Longbing Cao. Multi-strategy integration for actionable trading agents. ADMI2007 workshop joint with IAT2007.

Yuming Ou, Longbing Cao, Ting Yu, and Chengqi Zhang. Detecting Turning Points of Trading Price and Return Volatility for Market Surveillance Agents, ADMI2007 workshop joint with IAT2007.

Longbing Cao, Zili Zhang, Vladimir Gorodetsky, Chengqi Zhang. Editor's Introduction: Interaction between agents and data mining, International Journal of Intelligent Information and Database Systems, 1(4):, 2007.

Longbing Cao, Zili Zhang, Vladimir Gorodetsky, Chengqi Zhang. Special Issue on Interaction between agents and data mining, International Journal of Intelligent Information and Database Systems, 1(4):, 2007.

Longbing Cao, Chengqi Zhang. F-Trade: An Agent-Mining Symbiont for Financial Services, AAMAS2007.

Longbing Cao, Chao Luo, Chengqi Zhang. Developing actionable trading strategies for trading agents, IAT2007.

Longbing Cao, Chao Luo, Chengqi Zhang. Agent-Mining Interaction: An Emerging Area, AIS-ADM07, LNAI 4476, 60-73, Springer, 2007.

Chengqi Zhang, Zili Zhang Longbing Cao. Keynote: Agents and Data Mining: Mutual Enhancement by Integration. AIS-ADM 2005, Springer LNAI 3505, PP. 50-61, 2005.

Data Mining, Business Intelligence and Customer Relationship Management

Bo Liu, Longbing Cao Philip S. Yu, and Chengqi Zhang, Multi-Space-Mapped SVMs for Multi-Class Classification, ICDM2008.

Longbing Cao , Behavior Informatics and Analytics: Let Behavior Talk, DDDM2008 joint with ICDM2008.

Qiu X., Jiang S., Liu H, Huang Q., Cao L. Spatial-Temporal Attention Analysis for Home Video, ICME2008.

Huaifeng Zhang, Yanchang Zhao, Longbing Cao and Chengqi Zhang. Combined Association Rule Mining, PAKDD2008.

Longbing Cao. Actionable Knowledge Discovery, Mehdi Khosrow-Pour, D.B.A., Encyclopedia of Information Science and Technology, Second ed., IGI Global publications, 2008.

Longbing Cao, Philip Yu, Chengqi Zhang, Yanchang Zhao, Graham Williams. DDDM: Domain Driven Data Mining, SIGKDD Explorations 2007.

Longbing Cao, D Luo, C. Zhang. Knowledge Actionability: Satisfying Technical and Business InterestingNess, International Journal of Business Intelligence and Data Mining (IJBIDM), 2007.

Longbing Cao. Zhao Y., Zhang, C. Mining Impact-Targeted Activity Patterns in Imbalanced Data, IEEE Trans. on Knowledge and Data Engineering.

Longbing Cao et al. Domain-Driven, Actionable Knowledge Discovery, IEEE Intelligent Systems, 22 (4):78-89, 2007.

Longbing Cao. Chengqi Zhang. Domain-Driven Data Mining: A Framework, IEEE Intelligent Systems, 22 (4): 78-79, 2007.

Longbing Cao, Yanchang Zhao, Chengqi Zhang, Huaifeng Zhang. Activity Mining: from Activities to Actions, International Journal of Information Technology & Decision Making, 2007(To appear).

Yanchang Zhao, Huaifeng Zhang, Fernando Figueiredo, Longbing Cao Chengqi Zhang, "Mining for Combined Association Rules on Multiple Datasets," To appear in Proc. of 2007 ACM SIGKDD Workshop on Domain Driven Data Mining (DDDM 07), San Jose, California, USA, August 12, 2007, pp. 18-23.

Chengqi Zhang, Longbing Cao. Keynote: Activity Mining to Strengthen Debt Prevention, Pacific Asia Conf. on Intelligence and Security Informatics (PAISI), 2007.

Longbing Cao, Yanchang Zhao, Fernando Figueiredo, Yuming Ou, Dan Luo. Impact-Targeted activity mining, PAKDD2007 Industry Track, 2007.

Dan Luo, Longbing Cao, Chao Luo, Chengqi Zhang. Towards Business Interestingness in Actionable Knowledge Discovery, PAKDD2007 workshop on Data Mining for Business, 2007.

Longbing Cao, Chengqi Zhang. The evolution of KDD: Towards domain-driven data mining. International Journal of Pattern Recognition and Artificial Intelligence, 21(4): 677-692, 2007.

Li Lin, Longbing Cao. Mining In-Depth Patterns in Stock Market, Int. J. Intelligent System Technologies and Applications, Vol.4, Nos.3/4, pp225-238, 2008.

Longbing Cao,Chengqi Zhang. Domain-Driven Data Mining, a Practical Methodology, International Journal of Data Warehousing and Mining, 2(4): 49-65, 2006.

Longbing Cao, Dan Luo, Chengqi Zhang. Fuzzy Genetic Algorithms for Pairs Mining, PRICAI2006, LNAI.

Longbing Cao. Activity mining: challenges and prospects. ADMA2006, LNAI4093, 582-593.

Longbing Cao,Chengqi Zhang. Domain-driven actionable knowledge discovery in the real world, PAKDD2006, LNAI 3918, 821 - 830.

Longbing Cao, chao luo, jiarui ni, dan luo, chengqi zhang. Stock data mining through fuzzy genetic algorithm, JCIS2006.

Yanchang Zhao, Longbing Cao, Yvonne Morrow, Yuming Ou, Jiarui Ni, and Chengqi Zhang. Discovering Debtor Patterns of Centrelink Customers. AusDM2006.

Chengqi Zhang Longbing Cao. Keynote: Domain-Driven Data Mining: Methodologies and Applications, 4th int. conf. on Active Media Technology, 2006.

Longbing Cao,Chengqi Zhang, Jiming Liu. Ontology-Based Integration of Business Intelligence. Int. J. on Web Intelligence and Agent Systems, 4(4):313-325, 2006.

Longbing Cao , Jiarui Ni, Dan Luo. Ontological Engineering in Data Warehousing. ApWeb2006, Springer LNCS 3841, pp923-929, 2006.

Longbing Cao, Rick Schurmann Chengqi Zhang. Domain-Driven In-Depth Pattern Discovery: A Practical Methodology. Australian Data Mining Conf., 2005.

Li Lin, Longbing Cao,Chengqi Zhang. Genetic Algorithms for Robust Optimization in Financial Applications. The IASTED International Conference on Computational Intelligence (CI 2005), ISBN 0-88986-481-0, 2005.

Li Lin, Longbing Cao,Chengqi Zhang. The Visualization of Large Database in Stock Market. The 25th IASTED International Conference on Databases and Applications (DBA 2005), 2005.

Li Lin, Longbing Cao,Chengqi Zhang. The Fish-eye Visualisation of Foreign Currency Exchange Data Streams. The 4th Asia Pacific Symposium on Information Visualisation, Jan. 27-29, 2005 Sydney, Australia, 2005.

Longbing Cao,Chao Luo, Dan Luo, and Chengqi Zhang. Integration of Business Intelligence Based on Three-Level Ontology Services. proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence(WI'04),IEEE Computer Society Press,pp17-23.

Longbing Cao, Chao Luo, Dan Luo, Li Liu. Ontology Services-Based Information Integration in Mining Telecom Business Intelligence. Proceeding of PRICAI04,pp85-94,Springer Press, 2004.

Longbing CAO, Dan LUO, Chao LUO, and Chengqi ZHANG, Systematic Engineering in Designing Architecture of Telecommunications Business Intelligence System, Design and Application of Hybrid Intelligent System (Proceedings of International Conferencec on Hybrid Intelligent System), Melbourne, Australia, 14-17 Dec 2003. pp. 1084-1093. (ISBN: 1 58603 3948 [IOS Press]).

Longbing Cao, Chao Luo, Dan Luo, Chengqi Zhang, Hybrid Intelligent Analysis and Control of Telecommunications Frauds, in Proceedings of the 2nd International Conference on Information Technology and Applications (ICITA2004), Harbin, China, January 8-11, 2004.pp.11-15 (ISBN 0-646-42313-4)

Li Lin, Longbing Cao, Jiaqi Wang, Chengqi Zhang, The Applications of Genetic Algorithms in Stock Market Data Mining Optimisation, Proceedings of Fifth International Conference on Data Mining, Text Mining and their Business Applications, September 15-17, 2004, Malaga, Spain.

Agents, Services and Organization Oriented Computing

Longbing Cao. Integrating agents, services, organizational and social computing.

Longbing Cao, Zhang C., Zhou M. Engineering open complex agent systems: a case study, IEEE Trans. On Systems, Man, and Cybernetics--Part C: Applications and Reviews, 2008.

Longbing Cao, Chengqi Zhang. F-Trade: An Agent-Mining Symbiont for Financial Services, AAMAS2007.

Luo, D., Longbing Cao, Ni, J.R, Liu, L. Building Agent Service Oriented Multi-Agent Systems, LNAI4496, 11-20, Springer, 2007.

Luo, D., Longbing Cao,Ni, J.R, Liu, L. Building Agent Service Oriented Multi-Agent Systems, LNAI4496, 11-20, Springer, 2007.

Longbing Cao, Chengqi Zhang, Ruwei Dai. The OSOAD Methodology for Open Complex Agent Systems. Int. J. on Intelligent Control and Systems, Vol.10 No.4, pp277-285, 2005.

Longbing Cao, Chengqi Zhang, Ruwei Dai. Organization-Oriented Analysis of Open Complex Agent Systems. Int. J. on Intelligent Control and Systems, Vol.10 No.2, pp114-122, 2005.

Longbing Cao, Chengqi Zhang, Jiarui Ni. Agent Services-Oriented Architectural Design of Open Complex Agent Systems. The 2005 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT'05), IEEE Computer Society Press, 2005.

Longbing Cao, Chengqi Zhang, Dan Luo, Wanli Chen, Neda Zamani. Integrative Early Requirements Analysis for Agent-Based Systems. The 4th Int. Conf. on Hyrbrid Intelligent Systems, 2004.

Longbing Cao, Jiarui Ni, Jiaqi Wang, Chengqi Zhang. Agent Services-Driven Plug and Play in the F-TRADE. 17th Australian Joint Conference on Artificial Intelligence, G.I. Webb and Xinghuo Yu (Eds.): AI 2004, LNAI 3339, pp. 917–922, 2004..

Longbing Cao, Jiaqi Wang, Li Lin, and chengqi zhang. Agent Services-Based Infrastructure for Online Assessment of Trading Strategies. proceedings of the 2004 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT'04), IEEE Computer Society Press, pp345-349.

Longbing Cao, Ruwei Dai. Agent-Oriented Metasynthetic Engineering for Decision Making, International Journal of Information Technology and Decision Making, 2(2):197-215, World Scientific Publishing, 2003.

Chunsheng Li, Chengqi Zhang, and Longbing Cao, Theortical evaluation of ring-based architectural model for middle agents in agent-based system, in proceedings of the 14th International Symposium on Methodologies for Intelligent Systems (ISMIS'03), Maebashi, Japan, October 28-31, 2003. pp. 603-607. (ISBN: 3-540-20256-0) Springer Press (LNAI 2871).

Longbing Cao, Chao Luo, Chunsheng Li, Chengqi Zhang, and Ruwei Dai, Open giant intelligent information systems and its agent-oriented abstraction mechamism, In: Proceedings of the fifteenth International Conference on Software Engineering and Knoledge Engineering (SEKE 2003), San Francisco, California, USA, July 1-3, 2003. pp.85-89. (ISBN: 1-891706-12-8)

Longbing Cao, Chunsheng Li, Chengqi Zhang, and Ruwei Dai, Open Giant Intelligent Information Systems and Its Agent-Oriented Analysis and Design, Proceedings of The 2003 International Conference on Software Engineering Research and Practice (SERP'03), Vol.2, pp. 816-822, Las Vegas, Nevada, USA, June 23-26, 2003. CSREA Press. (ISBN: 1-932415-20-3).

Longbing Cao, Ruwei Dai. Agent-based Approach for Analysis and Design of Open Giant Intelligent Systems, First International Conference on Control and Automation (ICCA02), Xiamen, China IEEE Catalog Number: 02EX560C, pp1085-1089, ISBN: 0-7803-7413-4, 2003

Longbing Cao, Ruwei Dai. Human-Computer Cooperated Intelligent Information System Based on Multi-Agents, ACTA AUTOMATICA SINICA, 29(1):86-94, 2003, China (in English)

Longbing Cao, Ruwei Dai. Social Abstraction for Agent-based Open Giant Intelligent Systems, Proceedings of International Conference on Intelligent Information Technology (ICIIT-02), September 22-25, 2002, pp.47-52, Beijing, China. (ISBN 7-115-75100-5/0267)

Longbing Cao, Ruwei Dai. Autonomous Intelligent Agents-based Metasynthetic Engineering: A Macroeconomic Decision-Support System, First International Congress on Autonomous Intelligent Systems(ICAIS2002), Geelong, Australia, ICSC Academic Press,pp60-66, Canada/The Netherlands, 2002.

Longbing Cao, Ruwei Dai. Agent-Oriented Approach for Dealing with Open Giant Intelligent Systems, Journal of Pattern Recognition and Artificial Intelligence, 15(3): 75-81,2002 (in Chinese)

Longbing Cao, Ruwei Dai. Software Architecture of the Hall for Workshop of Metasynthetic Engineering, Journal of Software, China, 13(8):1430-1435, 2002 (in Chinese)

Longbing Cao, Ruwei Dai. Framework of Intelligent Information Agents-based HWME”, Proceeding of Xuesen Qian's Scientific Contributions and His Academic Thought (Eds. Jian Song), pp317-325, Beijng, China, 2001

Ontological Engineering

Longbing Cao, Chengqi Zhang, Jiming Liu. Ontology-Based Integration of Business Intelligence. Int. J. on Web Intelligence and Agent Systems, accepted, 2005.

Longbing Cao, Dan Luo, Chao Luo, Li Liu. Ontology Transformation in Multiple Domains. 17th Australian Joint Conference on Artificial Intelligence, G.I. Webb and Xinghuo Yu (Eds.): AI 2004, LNAI 3339, pp. 985–990, 2004.

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Longbing Cao, Chao Luo, Dan Luo, and Chengqi Zhang. Integration of Business Intelligence Based on Three-Level Ontology Services. proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence(WI'04),IEEE Computer Society Press, 20-24 September, 2004, Beijing, China.

Longbing Cao, Chao Luo, Dan Luo, Li Liu. Ontology Services-Based Information Integration in Mining Telecom Business Intelligence. Proceeding of PRICAI04, Springer Press,pp85-94,2004.

Metasynthetic Engineering & Hyrbrid Intelligent Systems

Longbing Cao, Chao Luo, Chunsheng Li, Chengqi Zhang, and Ruwei Dai, Open giant intelligent information systems and its agent-oriented abstraction mechamism, In: Proceedings of the fifteenth International Conference on Software Engineering and Knoledge Engineering (SEKE 2003), San Francisco, California, USA, July 1-3, 2003. pp.85-89. (ISBN: 1-891706-12-8)

Longbing Cao, Chunsheng Li, Chengqi Zhang, and Ruwei Dai, Open Giant Intelligent Information Systems and Its Agent-Oriented Analysis and Design, Proceedings of The 2003 International Conference on Software Engineering Research and Practice (SERP'03), Vol.2, pp. 816-822, Las Vegas, Nevada, USA, June 23-26, 2003. CSREA Press. (ISBN: 1-932415-20-3).

Longbing Cao, Ruwei Dai. Agent-Oriented Metasynthetic Engineering for Decision Making, International Journal of Information Technology and Decision Making, 2(2):197-215, World Scientific Publishing, 2003.

Longbing Cao, Ruwei Dai. Social Abstraction for Agent-based Open Giant Intelligent Systems, Proceedings of International Conference on Intelligent Information Technology (ICIIT-02), September 22-25, 2002, pp.47-52, Beijing, China. (ISBN 7-115-75100-5/0267)

Longbing Cao, Ruwei Dai. "Autonomous Intelligent Agents-based Metasynthetic Engineering: A Macroeconomic Decision-Support System", First International Congress on Autonomous Intelligent Systems(ICAIS2002), Geelong, Australia, ICSC Academic Press,pp60-66, Canada/The Netherlands, 2002.

Longbing Cao, Ruwei Dai. "Agent-based Approach for Analysis and Design of Open Giant Intelligent Systems", First International Conference on Control and Automation (ICCA’02), Xiamen, China IEEE Catalog Number: 02EX560C, pp1085-1089, ISBN: 0-7803-7413-4, 2003

Longbing Cao, Ruwei Dai. "Framework of Intelligent Information Agents-based HWME", Proceeding of Xuesen Qian’s Scientific Contributions and His Academic Thought (Eds. Jian Song), pp317-325, Beijng, China, 2001

Ruwei Dai, Longbing Cao. "Internet----An Open Complex Giant System", Science in China (Series E), Sciences In China Series E, 33(4), 289-296, 2003(in Chinese).

Longbing Cao, Ruwei Dai. "Human-Computer Cooperated Intelligent Information System Based on Multi-Agents", ACTA AUTOMATICA SINICA, 29(1):86-94, 2003, China (in English)

Longbing Cao, Ruwei Dai. "On Metasynthesis and Decision Making", Journal of Computer Research and Development, No2 2003 (in Chinese)

Longbing Cao, Ruwei Dai. "Agent-Oriented Approach for Dealing with Open Giant Intelligent Systems", Journal of Pattern Recognition and Artificial Intelligence, 15(3): 75-81 (in Chinese)

Longbing Cao, Ruwei Dai. "Software Architecture of the Hall for Workshop of Metasynthetic Engineering", Journal of Software, China, 13(8):1430-1435, 2002 (in Chinese)

Longbing Cao, Jingchang Nan, Ruwei Dai. "Intelligent Mobile Agents for Distributed Information Integration", Journal of System Simulation, China, 14(11):1517-1520, 2002 (in Chinese)

Longbing Cao, Ruwei Dai. "Architecture of Internet-based Hall for Workshop of Metasynthetic Engineering", Journal of Computer Science, China, 2002, 29(6):63-66.

Ruwei Dai, Longbing Cao. "Research of Hall for Workshop of Metasynthetic Engineering", Journal of Management Sciences, China, 2002, Vol5,No.3 10-16

Longbing Cao, Ruwei Dai.　"Information System with Metasynthetic Wisdom----Internet",　Chinese Journal of Pattern Recognition and Artificial Intelligence, 14(1):1-8, China, 2001

Ruwei Dai, Longbing Cao.　"An Open Complex Giant System", Journal of Systems Engineering(in Chinese), 16(5):376-381, 2001

Longbing Cao, Jianming Zhu. “Design of Receiving Antenna for Through-the-Earth Communication System”, Coal Mine Automation, No.1:26-27, China, 1998

Books:

Longbing Cao, Philip S. Yu, Chengqi Zhang, Huaifeng Zhang. Data Mining for Business Applications (edited). Springer, 2008

Yanchang Zhao, Chengqi Zhang,
Longbing Cao. Post-Mining of Association Rules: Techniques for Effective Knowledge Extraction (edited). IGI Publisher, 2008

Longbing Cao Ruwei Dai. Monograph: Open Giant Intelligent Systems: Fundamentals, Concepts, Analysis, Design and Implementation (p400), one of nine books in computer science selected into China Key-Book Publishing Plan in 11th Five-Years (2006-2010), Published by Posts & Telecom Press Dec 2007

Philip Yu, Chengqi Zhang, Graham William,
Longbing Cao, Yanchang Zhao. Proc. Of ACM SIGKDD Workshop on Domain Driven Data Mining (edited)., ACM Press (978-1-59593-846-6), 2007

Vladimir Gorodetsky, Chengqi Zhang, Victor Skormin,
Longbing Cao. Autonomous Intelligent Systems: Multi-Agents and Data Mining (AIS-ADM2007), LNAI4476, Springer, 2007

Longbing Cao (Translator).　Using DB2 in a Domino Environment (IBM ITSO),　Publishing House of Electronic Industry, 2000

Longbing Cao, Cheng Wang. (Translator). Intelligent Networks (Thomas Magedanz and Radu Popescu Zeletin),　 Publishing House of Electronic Industry, 1999

Longbing Cao, Jinsuo Meng.　Inside OS/2 Warp Server, Part One, Publishing House of Electronic Industry, 1998

Working and Research reports:

Longbing Cao, Domain-driven In-depth Pattern Discovery: A practical methodology, 30 June 2005

Longbing Cao, Integration of Agent and Data mining, 25 June 2005

Longbing Cao, Agent, Service and Organization Oriented Analysis and Design, 19 Aug, 2004

Longbing Cao, Data mining and trading support in capital markets, 14 Sept 2004

Longbing Cao, Introduction to F-TRADE 13 May, 2004

Longbing Cao, User Manual of first version of F-Trade (TSAP) 5 May, 2003