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Size invariant shape recognition by modulated competitive Neural Circuit

International Journal of Information and Communication Technology 2007年第1期1卷 76-88页

作者： Wu, Lai Si Jain, Lakhmi Knowledge-Based Intelligent Engineering Systems Center University of South Australia Adelaide Mawson Lakes SA 5095 Australia

This paper addresses the problem of size invariant shape recognition based on scale transformation within a modulated competition neural layer. In this paper we discuss the advantages of the application of a neural network to pattern recognition and study how the traditional automatic target recognition can fail to recognise a known pattern due to either a size change or background clutter and distortion. The model construction is based on neurophysiology experiments on vision systems. The Neural Circuit Simulation studies undertaken demonstrate the effectiveness of the proposed model in recognising 2D objects in non-ideal visual conditions. Copyright © 2007 Inderscience Enterprises Ltd.

关键词： Automatic target recognition

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Preliminary sketch of possible Fixed Point transformations for use in adaptive control

Preliminary sketch of possible Fixed Point transformations f...

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International Symposium on intelligent systems and Informatics (SISY)

作者： Jozsef K. Tar Janos F. Bito Laszlo Nadai Jose A. Tenreiro Machado John von Neumann Faculty of Informatics Inst. of Intelligent Engineering Systems Budapest University슠of슠Technology슠and슠Economics Budapest Hungary Transportation Informatics and Telematics Knowledge Center Budapest University슠of슠Technology슠and슠Economics Budapest Hungary Department of Electrotechnical Engineering Institute Engineering of Porto Porto Portugal

In this paper a further step towards a novel approach to adaptive nonlinear control developed at Budapest Tech in the past few years is reported. Its main advantage in comparison with the complicated Lyapunov function based techniques is that it is based on simple geometric considerations on the basis of which the control task can be formulated as a fixed point problem for the solution of which a contractive mapping is created that generates an iterative Cauchy sequence for single input-single output (SISO) systems. Consequently it converges to the fixed point that is the solution of the control task. In the formerly developed approaches for monotone increasing or monotone decreasing systems the proper fixed points had only a finite basin of attraction outside of which the iteration might become divergent. The here sketched potential solutions apply a special function built up of the ldquoresponse functionrdquo of the excited system under control and of a few parameters. This function has almost constant value apart from a finite region in which it has a ldquowrinklerdquo in the vicinity of the desired solution that is the ldquoproperrdquo fixed point of this function. By the use of an affine approximation of the response function around the solution it is shown that at one of its sides this fixed point is repulsive, while at the opposite side it is attractive. It is shown, too, that at the repulsive side another, so called ldquofalserdquo fixed point is present that is globally attractive, with the exception of the basin of attraction of the ldquoproperrdquo one. This structure is advantageous because (a) no divergence can occur in the iteration, (b) the convergence to the ldquofalserdquo value can easily be detected, and (c) by using some ancillary tricks in the most of the cases the solution can be kicked from the wrong fixed point into the basin of attraction of the ldquoproper onerdquo. In the paper preliminary calculations are presented.

关键词： Adaptive control knowledge engineering Control systems Mathematics Quaternions Geometry Hilbert space Informatics Extraterrestrial measurements Transportation

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knowledge-based intelligent Information and engineering systems 1

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丛书名： Lecture Notes in Computer Science

2007年

作者： Bruno Apolloni Robert J. Howlett Lakhmi Jain

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Intuitionistic rough sets for database applications

Intuitionistic rough sets for database applications

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Transactions on Rough Sets VI, TRS

作者： Beaubouef, Theresa Petry, Frederick E. Southeastern Louisiana University Dept. of Computer Science and Ind. Technology Hammond LA 70402 United States Center for Intelligent and Knowledge-Based Systems Tulane University New Orleans LA 70118 United States

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Calculating risk of integration relations in application landscapes

Calculating risk of integration relations in application lan...

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IEEE International Conference on Electro-Information Technology

作者： Ralf Montino Madjid Fathi Alexander Holland Tobias Schmidt Henning Peuser Central IT Services ELMOS Semiconductor AG Dortmund Germany Institute of Knowledge Based Systems and Knowledge Management University of Siegen Siegen Germany Center for Knowledge Management and Intelligent Systems Siegen Germany

This paper presents an approach for calculating risk of integration relations between applications in an application landscape. For this, different attributes for documenting applications and integration relations are proposed. based on these attributes a risk calculation schema was evolved. Use of the calculation is to detect application domains which are highly integrated with each other and are bearing a high risk for the business. With detection of these domains IT managers can consider if a reengineering is required.

关键词： Companies Application software Documentation Internet Spreadsheet programs Telephony Customer relationship management Planing Enterprise resource planning Software tools

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Epidemic models and a self-repairing network with a simple lattice

Epidemic models and a self-repairing network with a simple l...

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作者： Aoki, Yuta Ishida, Yoshiteru Department of Knowledge-Based Information Engineering Toyohashi University of Technology Tempaku Toyohashi 441-8580 Japan Intelligent Sensing System Research Center Toyohashi University of Technology Tempaku Toyohashi 441-8580 Japan

ISBN: (纸本)9784990288013

We proposed a self-repairing network where nodes are capable of repairing neighboring nodes by mutually copying. A critical point where faulty nodes can be eliminated has been investigated. This paper further studies dynamics of eradicating faulty nodes by comparing the self-repairing network with mathematical epidemic models such as SIS models. It is shown that the self-repairing network, which is a probabilistic cellular automaton, can be regarded as an epidemic model in some restricted situations. ©ISAROB 2007.

关键词： Repair

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An antibody-based computing: An application to stable marriage problem

An antibody-based computing: An application to stable marria...

引用

作者： Ishida, Yoshiteru Department of Knowledge-Based Information Engineering Toyohashi University of Technology Tempaku Toyohashi 441-8580 Japan Intelligent Sensing System Research Center Toyohashi University of Technology Tempaku Toyohashi 441-8580 Japan

ISBN: (纸本)9784990288013

Antibodies, among others, are important components of the immune system. This paper proposes using specific recognition capability exhibited by antibodies for computation, in particular, solving stable marriage problem which have been studied as combinatorial computational problems. Antibody-based computation is proposed by integrating the recognition capabilities of antibodies. The computation is carried out on an array form that is suitable not for only expressing stable marriage problems but for further integration to antibody microarrays.

关键词： Antibodies

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A Constructive systems Approach to Understanding the Immune System as a Biological Problem Solver

A Constructive Systems Approach to Understanding the Immune ...

引用

IEEE Symposium on Foundations of Computational Intelligence, FOCI

作者： Yoshiteru Ishida Research Center for Future Vehicles Toyohashi University of Technology Toyohashi Japan Department of Knowledge-Based Information Engineering Intelligent Sensing System Research Center

This paper explores a constructive systems approach to understand the immune system, starting from antibodies which are major units bearing specific recognition of the adaptive immune system. The exploration proceeds in stages: arrayed recognitions; networked recognition/actions; and diversified recognition/actions. System theoretic aspects of the immune system will be discussed with respect to possible application of immunity-based problem solving

关键词： Immune system Problem-solving Biological systems DNA Computational intelligence intelligent vehicles Solids Robustness Automotive engineering knowledge engineering

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Fuzzy Control For Improving Energy Management Within Indoor Building Environments

Fuzzy Control For Improving Energy Management Within Indoor ...

引用

Electronics, Robotics and Automotive Mechanics Conference

作者： Enrique Sierra Alejandro Hossian Paola Britos Dario Rodriguez Ramon Garcia-Martinez Electrotecnic Department School of Engineering National University of Comahue Argentina Software & Knowledge Engineering Center Graduate School ITBA Intelligent Systems Laboratory School of Engineering University of Buenos Aires Argentina

Research on energy efficiency in buildings has proved that the design and even the sophisticated facilities such as building energy management systems (BEMS), aiming to improve the indoor environmental conditions while minimizing the energy needs, are not sufficient enough due to users interference. Users are a dynamic part of the building, therefore they should be taken into account in the control strategy. Latest trends in designing intelligent building energy management systems (IBEMS) integrate a man machine interface that could store the user's preferences and adapt the control strategy accordingly. The objective of the present paper is to present the advantages of the fuzzy control techniques together with a man machine interface based on a smart card terminal in satisfying the user preferences. A fuzzy controller is developed and the minimization of energy consumption is achieved by the use of a suitable cost function for the whole system. The overall control system including the cost function has been modeled and tested by using the software tool MATLAB/SIMULINK.

关键词： Fuzzy control Energy management Buildings Man machine systems Control systems Cost function Energy efficiency Interference intelligent structures Machine intelligence

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A Multi-agent intelligent Tutoring System for Learning Computer Programming

A Multi-agent Intelligent Tutoring System for Learning Compu...

引用

Electronics, Robotics and Automotive Mechanics Conference

作者： Enrique Sierra Alejandro Hossian Paola Britos Dario Rodriguez Ramon Garcia-Martinez Electrotecnic Department School of Engineering National University of Comahue Argentina Software & Knowledge Engineering Center Graduate School. ITBA Intelligent Systems Laboratory School of Engineering University of Buenos Aires Argentina

In this paper, we consider a multi-agent intelligent tutoring system for the learning of computer programming. It provides a multiple domain learning environment for language learners. The aim of the system is to teach the target domain by using a supporting domain(s) to reinforce the learning of it. The system is strongly built upon a cognitive theory that affirms there are successful knowledge transfers in the learning of knowledge-rich domains like computer programming. To implement it, we chose a multi-agent system because of the features of agents, which provide flexibility for future expansion.

关键词： intelligent systems Programming Computer languages Multiagent systems knowledge transfer knowledge engineering Laboratories Information processing Java Humans

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