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  1. No Access

    Chapter and Conference Paper

    Association Rules with Opposite Items in Large Categorical Databases

    Traditionally, the association rules discovered from categorical databases are like “Apples⇒Beers”, which means by default we focus on the attribute values which are equal to 1. Usually, we cannot deal with th...

    Qiang Wei, Guoqing Chen in Flexible Query Answering Systems (2001)

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    Chapter and Conference Paper

    A Fuzzy-Rough Approach for Case Base Maintenance

    This paper proposes a fuzzy-rough method of maintaining Case- Based Reasoning (CBR) systems. The methodology is mainly based on the idea that a large case library can be transformed to a small case library tog...

    Guoqing Cao, Simon Shiu, **zhao Wang in Case-Based Reasoning Research and Development (2001)

  3. No Access

    Chapter and Conference Paper

    Transactional Multiple Agents

    In a Multi-agent system (MAS), agents work to achieve common goals. This paper gives a flexible model for writing agents and a mechanism to guarantee correctness of the MAS when agents operate on multiple data...

    **nfeng Ye, John Keane, Guoqing Zhang in Intelligent Data Engineering and Automated… (2002)

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    Chapter and Conference Paper

    A Try for Handling Uncertainties in Spatial Data Mining

    Uncertainties pervade spatial data mining. This paper proposes a method of spatial data mining handling randomness and fuzziness simultaneously. First, the uncertainties in spatial data mining are presented vi...

    Shuliang Wang, Guoqing Chen, Deyi Li in Knowledge-Based Intelligent Information an… (2004)

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    Chapter and Conference Paper

    Rough Spatial Interpretation

    Rough set is a new approach to uncertainties in spatial analysis. In this paper, we complete three works under the umbrella of rough space. First, a set of simplified rough symbols is extended on the basis of ...

    Shuliang Wang, Hanning Yuan, Guoqing Chen in Rough Sets and Current Trends in Computing (2004)

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    Chapter and Conference Paper

    Mining Positive and Negative Fuzzy Association Rules

    While traditional algorithms concern positive associations between binary or quantitative attributes of databases, this paper focuses on mining both positive and negative fuzzy association rules. We show how, by ...

    Peng Yan, Guoqing Chen, Chris Cornelis in Knowledge-Based Intelligent Information an… (2004)

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    Chapter and Conference Paper

    The Robust Control for Unmanned Blimps Using Sliding Mode Control Techniques

    The control system design problem for unmanned blimps has not only theoretical significance but also practical signification because the moving behaviors of blimps are complex nonlinear with coupling, unstruct...

    Guoqing **a, Benkun Yang in Advances in Intelligent Computing (2005)

  8. Chapter and Conference Paper

    Dilated Chi-Square: A Novel Interestingness Measure to Build Accurate and Compact Decision List

    Associative classification has aroused significant attention in recent years. This paper proposed a novel interestingness measure, named dilated chi-square, to statistically reveal the interdependence between ...

    Yu Lan, Guoqing Chen, Davy Janssens, Geert Wets in Intelligent Information Processing II (2005)

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    Chapter and Conference Paper

    Improvement on the Approximation Bound for Fuzzy-Neural Networks Clustering Method with Gaussian Membership Function

    A great deal of research has been devoted in recent years to the designing Fuzzy-Neural Networks (FNN) from input-output data. And some works were also done to analyze the performance of some methods from a ri...

    Weimin Ma, Guoqing Chen in Advanced Data Mining and Applications (2005)

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    Chapter and Conference Paper

    Approximation Bound for Fuzzy-Neural Networks with Bell Membership Function

    A great deal of research has been devoted in recent years to the designing Fuzzy-Neural Networks (FNN) from input-output data. And some works were also done to analyze the performance of some methods from a ri...

    Weimin Ma, Guoqing Chen in Fuzzy Systems and Knowledge Discovery (2005)

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    Chapter and Conference Paper

    Attribute Uncertainty in GIS Data

    Attribute uncertainty may support decision-making and measure the reliability of GIS analysis. This paper presents the attribute uncertainty in GIS data, with a complete perspective of concepts, sources, natur...

    Shuliang Wang, Wenzhong Shi, Hanning Yuan in Fuzzy Systems and Knowledge Discovery (2005)

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    Chapter and Conference Paper

    Adaptive Transmission Technique in Underwater Acoustic Wireless Communication

    Underwater acoustic channel (UACh) requires robust techniques to get high speed data transmission for reliable communication. If the channel can be estimated and this estimate sent back to the transmitter, the...

    Guoqing Zhou, Taebo Shim in Evolvable Systems: From Biology to Hardware (2007)

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    Chapter and Conference Paper

    Driving Load Forecasting Using Cascade Neural Networks

    This paper presents an approach for solving the driving load forecasting problem based on Cascade Neural Networks with node-decoupled extended Kalman Filtering (CNN-NDEKF). Because of the inherent advantages, ...

    Zhancheng Wang, Guoqing Xu, Weimin Li in Advances in Neural Networks – ISNN 2007 (2007)

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    Chapter and Conference Paper

    Mining a Complete Set of Both Positive and Negative Association Rules from Large Databases

    Association rule mining is one of the key issues in knowledge discovery. In recent years, negative association rule mining has attracted remarkable attention. This paper presents a notion of validity for both ...

    Hao Wang, **ng Zhang, Guoqing Chen in Advances in Knowledge Discovery and Data Mining (2008)

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    Chapter and Conference Paper

    A Feasibility Study of the Design and Calculation of Fully Hydraulic Paper Cutting Machine System

    As sort of traditional paper process machinery equipments, paper cutting machines are develo** rapidly in hydraulic, digital display and computer control machines. But a great number of products of the paper...

    **nxiang Wang, Guoqing Hu, Haifeng Zhou in Intelligent Robotics and Applications (2008)

  16. Chapter and Conference Paper

    IDE Dataflow Analysis in the Presence of Large Object-Oriented Libraries

    A key scalability challenge for interprocedural dataflow analysis comes from large libraries. Our work addresses this challenge for the general category of interprocedural distributive environment (IDE) datafl...

    Atanas Rountev, Mariana Sharp, Guoqing Xu in Compiler Construction (2008)

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    Chapter and Conference Paper

    Planning and Control of Biped Walking along Curved Paths on Unknown and Uneven Terrain

    This paper investigates the planning and control of biped walking along curved paths on unknown and uneven terrain. For widespread use of biped robots, the capability of walking on unknown and uneven terrain i...

    GuoQing Zhang, Ming **e, Hang Yin, Lei Wang in Intelligent Robotics and Applications (2009)

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    Chapter and Conference Paper

    Application of Artificial Intelligence Technique in Distributed Generation System

    This paper gives a brief description of current situation of distributed generation system, and points out that microgrid can run in two kinds of operation modes. The key problems which need to be cautiously c...

    Guoqing Weng, Youbing Zhang, Yi Hu in Advances in Neural Networks – ISNN 2009 (2009)

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    Chapter and Conference Paper

    The Optimization of Kernel CMAC Based on BYY Learning

    Cerebellar Model Articulation Controller (CMAC) has attractive properties of fast learning and simple computation. The kernel CMAC, which provides an interpretation for the classic CMAC from the kernel viewpoi...

    Guoqing Liu, Sui** Zhou, Daming Shi in Neural Information Processing (2009)

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    Chapter and Conference Paper

    Integrating Decision Tree and Hidden Markov Model (HMM) for Subtype Prediction of Human Influenza A Virus

    Multiple criteria decision making (MCDM) has significant impact in bioinformatics. In the research reported here, we explore the integration of decision tree (DT) and Hidden Markov Model (HMM) for subtype pred...

    Pavan K. Attaluri, Zhengxin Chen in Cutting-Edge Research Topics on Multiple C… (2009)

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