Browsing 08 Information and Computing Sciences by Author "Cao, Longbing"

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Browsing 08 Information and Computing Sciences by Author "Cao, Longbing"

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  • Cao, Longbing (IGI Global, 2009)
    Actionable knowledge discovery is selected as one of the greatest challenges (Ankerst, 2002; Fayyad, Shapiro, & Uthurusamy, 2003) of next-generation knowledge discovery in database (KDD) studies (Han & Kamber, 2006). In ...
  • Cao, Longbing (Springer-Verlag Berlin, 2006)
    Activity data accumulated in real life, e.g. in terrorist activities and fraudulent customer contacts, presents special structural and semantic complexities. However, it may lead to or be associated with significant business ...
  • Cao, Longbing; Zhao, Yanchang; Zhang, Chengqi; Zhang, Huaifeng (World Scientific Publ Co Pte Ltd, 2008)
    Activity data accumulated in real life, such as terrorist activities and governmental customer contacts, present special structural and semantic complexities. Activity data may lead to or be associated with significant ...
  • Ou, Yuming; Cao, Longbing; Zhang, Chengqi (IEEE, 2009)
    Many real-life applications often involve multiple sequences, which are coupled with each other. It is unreasonable to either study the multiple coupled sequences separately or simply merge them into one sequence, because ...
  • Jiang, Frank; Dong, Daoyi; Cao, Longbing; Frater, Michael (IEEE, 2013)
    Immunology inspired computer security has attracted enormous attention as its potential impacts on the next generation service-oriented network operation system. In this paper, we propose a new agent-based threat awareness ...
  • Cao, Longbing; Luo, Dan; Xiao, Yan Shan; Zheng, Zhigang (Springer Berlin, 2008)
    The collaboration of agents can undertake complicated tasks that cannot be handled well by a single agent. This is even true for excecuting multiple goals at the same time. In this paper, we demonstrate the use of trading ...
  • Cao, Longbing; Luo, Chao; Zhang, Chengqi (Springer, 2007)
    In the past twenty years, agents (we mean autonomous agent and multi-agent systems) and data mining (also knowledge discovery) have emerged separately as two of most prominent, dynamic and exciting research areas. In recent ...
  • Cao, Longbing; Gorodetsky, Vladimir; Mitkas, Pericles (IEEE, 2009)
    Autonomous agents and multiagent systems (or agents) and data mining and knowledge discovery (or data mining) are two of the most active areas in information technology. Ongoing research has revealed a number of intrinsic ...
  • Cao, Longbing; Dai, Ru (World Scientific Publishing Company, 2003)
  • Zhang, Chengqi; Zhang, Zili; Cao, Longbing (Springer-Verlag Berlin, 2005)
    This paper tells a story of synergism of two cutting edge technologies - agents and data mining. By integrating these two technologies, the power for each of them is enhanced. Integrating agents into data mining systems, ...
  • Cao, Longbing; Wang, Jiaqi; Lin, Li; Zhang, Chengqi (IEEE, 2004)
    Traders and researchers in stock marketing often hold some private trading strategies. Evaluation and optimization of their strategies is a great benefit to them before they take any risk in realistic trading. We build an ...
  • Cao, Longbing; Ni, Jiarui; Wang, Jiaqi; Zhang, Chengqi (Springer, 2004)
    We have built an agent service-based enterprise infrastructure: F-TRADE. With its online connectivity to huge real stock data in global markets, it can be used for online evaluation of trading strategies and data mining ...
  • Ni, Jiarui; Cao, Longbing; Zhang, Chengqi (IOS Press, 2006)
  • Cao, Longbing; Zhang, Chengqi; Ni, Jiarui (IEEE, 2005)
    Architectural design is a critical phase in building agent-based systems. However, most of existing agent-oriented software engineering approaches deliver weak or incomplete supports for the architectural design of distributed ...
  • Lin, Li; Cao, Longbing; Wang, Jiaqi; Zhang, Chengqi (Wessex Institute of Technology Press, 2004)
  • Cao, Longbing (IEEE Computer Society, 2008)
    Behavior is increasingly recognized as a key component in business intelligence and problem-solving. Different from traditional behavior analysis, which mainly focus on implicit behavior and explicit business appearance ...
  • Tsai, Po-Hsiang; Cao, Longbing; Hintz, Thomas; Jan, Tony (Elsevier Science Bv, 2009)
    Among many biometric characteristics, the facial biometric is considered to be the least intrusive technology that can be deployed in the real-world visual surveillance environment. However, in facial biometric, little ...
  • Luo, Dan; Cao, Longbing; Ni, Jiarui; Liu, Li (Springer, 2007)
    An effective agent-based design approach is significant in engineering agent-based systems. Existing design approaches meet with challenges in designing Internet-based open agent systems. The emergence of service-oriented ...
  • Zhang, Huaifeng; Zhao, Yanchang; Cao, Longbing; Zhang, Chengqi (Springer-Verlag, 2007)
    In this paper, we propose a novel framework to deal with data imbalance in class association rule mining. In each class association rule, the right-hand is a target class while the left-hand may contain one or more attributes. ...
  • Zhang, Huaifeng; Zhao, Yanchang; Cao, Longbing; Zhang, Chengqi (Springer, 2008)
    This paper proposes an algorithm to discover novel association rules, combined association rules. Compared with conventional association rule, this combined association rule allows users to perform actions directly. Combined ...