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2013 Fourth Global Congress on Intelligent Systems

Date 3-4 Dec. 2013

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Displaying Results 1 - 25 of 69
  • [Front cover]

    Publication Year: 2013, Page(s): C4
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  • [Title page i]

    Publication Year: 2013, Page(s): i
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  • [Title page iii]

    Publication Year: 2013, Page(s): iii
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  • [Copyright notice]

    Publication Year: 2013, Page(s): iv
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  • Table of contents

    Publication Year: 2013, Page(s):v - x
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  • Preface - GCIS 2013

    Publication Year: 2013, Page(s):xi - xii
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  • Conference Committee

    Publication Year: 2013, Page(s):xiii - xiv
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  • Additional reviewers

    Publication Year: 2013, Page(s): xv
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  • Keynotes

    Publication Year: 2013, Page(s):xvi - xix
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (477 KB)

    Provides an abstract for each of the keynote presentations and a brief professional biography of each presenter. The complete presentations were not made available for publication as part of the conference proceedings. View full abstract»

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  • Plenary speaker

    Publication Year: 2013, Page(s): xx
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (229 KB)

    Provides an abstract of the plenary presentation and a brief professional biography of the presenter. The complete presentation was not made available for publication as part of the conference proceedings. View full abstract»

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  • ActorGame: Game Semantics for Actors

    Publication Year: 2013, Page(s):5 - 10
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (318 KB) | HTML iconHTML

    Game semantics is suitable to model interactions between the environment (modeled as opponent role) and the system (modeled as player role), and has gained great successes in which the behaviors of the system and the environment are explicitly distinguished. In this paper, game semantics model (exactly asynchronous game) is introduced into the actors which is called Actor Game. The characteristics... View full abstract»

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  • An Improved Algorithm for CART Based on the Rough Set Theory

    Publication Year: 2013, Page(s):11 - 15
    Cited by:  Papers (1)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (351 KB) | HTML iconHTML

    Data prediction and classification is a critical method in medical nutrition data analysis area. As for the characteristics of being intuitive, efficient and easy to understand, the decision tree algorithm is widely used in this field. However, the classification rules extracted from the decision tree are not the most simple and efficient. The paper analyzes the classical decision tree algorithm C... View full abstract»

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  • Applying Genetic Algorithm Combining Operation Tree (GAOT) for Estimating Salinity of Taiwan Strait Using MODIS/Terra

    Publication Year: 2013, Page(s):16 - 20
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (330 KB) | HTML iconHTML

    This paper proposes genetic algorithm combining operation tree (GAOT) and applies it to estimate the sea salinity of Taiwan Strait (TS) using MODIS/Terra data. GAOT is a data mining method, used to automatically discover the relationships among nonlinear systems. The main advantage of GAOT is to optimize appropriate types of function and their associated coefficients simultaneously. In the case st... View full abstract»

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  • Brain Waves Reflect Your Memories

    Publication Year: 2013, Page(s):21 - 24
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (548 KB) | HTML iconHTML

    In this paper, the brain activities for short-term and long-term memory were verified by event-related potentials of the brain. In addition, long-term memory had a proactive interference to short-term memory that could be found by observing the changes of potentials in the brain. In clinical trials, subjects randomly selected a poker card (target) to be memorized. Subsequently, they were tested by... View full abstract»

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  • Circuit Simulation for Wireless Mini-drifting Buoy in Shallow Sea

    Publication Year: 2013, Page(s):25 - 29
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (425 KB) | HTML iconHTML

    Ocean buoys is an important tool of Marine Environmental Monitoring, The design of drifting buoy plays a significant role in field of shallow sea environmental monitoring. In order to solve the problem that the shallow marine physical parameters acquisition costs are high and the accuracy of data is low, this paper designed a mini-drifting buoy in shallow sea based on AT89S51 single-chip microcomp... View full abstract»

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  • Decomposing Utility Functions in Bounded Max-sum for Distributed Constraint Optimization

    Publication Year: 2013, Page(s):30 - 33
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (199 KB) | HTML iconHTML

    Bounded Max-Sum is a message-passing algorithm for solving Distributed Constraint Optimization Problems (DCOP) able to compute solutions with a guaranteed approximation ratio. In this paper we show that the introduction of an intermediate step that decomposes functions may significantly improve its accuracy. This is especially relevant in critical applications (e.g. automatic surveillance, disaste... View full abstract»

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  • Mining Core Motivations among Motivational Agents

    Publication Year: 2013, Page(s):34 - 39
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (417 KB) | HTML iconHTML

    Motivation is an important factor in reasoning about rational behavior of intelligent agents and analyzing the property of social network circles. Recent study on motivational agent paid their main attention on the mechanism of reasoning and multi-agent Cooperation. How motivation affects the internal structure of the allied agent groups are less considered. This paper proposes a methodology for m... View full abstract»

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  • Simulation for Land Use Dynamic Change of Dian-Chi Lake Watershed Using Agent-Based Modeling

    Publication Year: 2013, Page(s):40 - 44
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (818 KB) | HTML iconHTML

    The land use structure and biological service function of Dian-chi lake watershed are being changed by the rapid development of social economy and urbanization, which finally leads to the generation and aggravation of agriculture and urban non-point source pollution in whole basin. Thereby, it is necessary to study the relationship and spatiotemporal process between human activities and land use/c... View full abstract»

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  • Forex Prediction Based on SVR Optimized by Artificial Fish Swarm Algorithm

    Publication Year: 2013, Page(s):47 - 52
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (780 KB) | HTML iconHTML

    Taking the radial basis function as a kernel function, a prediction model is developed based on the support vector regression machine (SVR). The optimization of the model parameters, including penalty factor and kernel function variance, is realized by the artificial fish swarm algorithm. The model is used to predict nine foreign exchange rate data with updating and rolling. At the same time, simu... View full abstract»

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  • Study on the Emergency Rescue VRP Based on Ant Colony Optimization and Generalized Distance

    Publication Year: 2013, Page(s):53 - 57
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (304 KB) | HTML iconHTML

    This paper defines a generalized distance index which reflects the comprehensive factors or multiple objectives in emergency rescue, and presents an improved model of emergency rescue VRP based on the generalized distance, after this discusses several kinds of algorithms based on ant colony optimization. From the methods, research results would better suit the characteristics and requirements of e... View full abstract»

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  • Further Discussion of the Problem about Conditions of Neighborhoods Forming a Partition

    Publication Year: 2013, Page(s):61 - 65
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (231 KB) | HTML iconHTML

    There is an open question regarding Rough Set theory propsosed by Yun and Qiu(2011), which are how to characterize the conditions for a neighborhood of a data item approximations to form a partition of the universe U of the data by using only their upper and lower operators. The first part of the question has been solved Fan and Hu(2012). In this paper, another part of the question is addressed by... View full abstract»

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  • A Pedestrian Detection and Tracking System Based on Video Processing Technology

    Publication Year: 2013, Page(s):69 - 73
    Cited by:  Papers (2)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (627 KB) | HTML iconHTML

    Pedestrian detection and tracking are widely applied to intelligent video surveillance, intelligent transportation, automotive autonomous driving or driving-assistance systems. We select OpenCV as the development tool for implementation of pedestrian detection, tracking, counting and risk warning in a video segment. We introduce a low-dimensional soft-output SVM pedestrian classifier to implement ... View full abstract»

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  • A Fast Parameters Selection Method of Support Vector Machine Based on Coarse Grid Search and Pattern Search

    Publication Year: 2013, Page(s):77 - 81
    Cited by:  Papers (1)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (342 KB) | HTML iconHTML

    Parameters selection of support vector machine (SVM) is a key problem in the application of SVM, which has influence on generalization performance of SVM. The commonly used method, grid search (GS), is time-consuming especially for very large dataset. By using coarse grid search and pattern search (PS) to select kernel parameters and penalty factor, a fast method of parameters selection of SVM bas... View full abstract»

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  • The Research on the GC Property for RNNs with Limited Matrix 2-Norm

    Publication Year: 2013, Page(s):82 - 86
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (244 KB) | HTML iconHTML

    The global convergence (GC) analysis of recurrent neural networks (RNNs) is a first and necessary step for any practical applications of them. In the present paper, when the connecting matrix of the RNNs with projection mapping owning limited norm, the GC property is assured under the critical condition. The results given here not only improve deeply upon the existing relevant critical as well as ... View full abstract»

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  • A Conceptual Logic-Based Creation Method for Operational Plan Ontology Class Hierarchies

    Publication Year: 2013, Page(s):89 - 93
    Cited by:  Papers (1)
    Request permission for commercial reuse | Click to expandAbstract | PDF file iconPDF (382 KB) | HTML iconHTML

    The quality of the creation of Operational Plan Ontology Class Hierarchies directly affects the quality and efficiency of the entire ontology creation. Starting from analyzing the logical basis of Class Hierarchies creation, this paper puts forward the rules and requirements of Class Hierarchies creation. In addition, it demonstrates concrete procedures of Class Hierarchies creation. Combining wit... View full abstract»

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