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Rough set based image texture recognition algorithm

Rough set based image texture recognition algorithm

引用

8th International Conference on Knowledge-Based intelligent information and Engineering Systems, KES 2004

作者： Zheng, Zheng Hu, Hong Shi, Zhong Zhi Key Laboratory of Intelligent Information Processing Institute of Computing Technology Chinese Academy of Sciences Beijing China Graduate School of the Chinese Academy of Sciences Beijing China

ISBN: (纸本)9783540301325

Rough set theory is emerging as a new tool for dealing with fuzzy and uncertain data. In recent years, it has been successfully applied in such fields as machine learning, data mining, knowledge acquiring, etc. In this paper, rough set theory is applied to image texture recognition. Based on rough set and generalized approximate space, we develop a rough set based image texture recognition algorithm. We compare it with some other algorithms and the results show that our algorithm is effective and efficient. © Springer-Verlag Berlin Heidelberg 2004.

关键词： Image texture

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ULMM: A uniform logic modeling method in intelligent tutoring systems

ULMM: A uniform logic modeling method in intelligent tutorin...

引用

8th International Conference on Knowledge-Based intelligent information and Engineering Systems, KES 2004

作者： Si, Jinxin Cao, Cungen Sui, Yuefei Yue, Xiaoli Xie, Nengfu Knowledge Acquisition and Sharing Group Key Laboratory of Intelligent Information Processing Institute of Computing Technology Chinese Academy of Sciences Beijing100080 China The Graduate School of the Chinese Academy of Sciences China

ISBN: (纸本)9783540301325

More researchers recognize that it is an emergent and important issue that intelligent tutoring mechanism can be depicted, evaluated and measured on the uniform theoretical foundation which should be a highly formalized and computerized model in order to explore ITSs and advance effective and efficient cross-reference, fusion and integration among diverse intelligent tutoring models and systems. This paper proposes a novel uniform logic modeling method from an associative viewpoint and highlights the concrete formal models of three core elements (i.e. knowledge model, student model and pedagogical strategy model) in the architecture of an ITS. © Springer-Verlag Berlin Heidelberg 2004.

关键词： Computer aided instruction

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The Application of Digital Human in Distance Education

The Application of Digital Human in Distance Education

引用

The 8th International Conference on Computer Supported Cooperative Work in Design(第八届计算机支持的协同工作设计国际会议)(CSCWD2004)

作者： Liyan Liu Fucang Jia Hua Li Zongkai Lin Key Laboratory of Intelligent Information Processing Institute of Computing TechnologyChinese Academy of SciencesBeijing 100080

ISBN: (纸本)0780379411

Digital Human is a booming research area andits combination with distance education will greatlypromote the advances of medicine, anatomy andother relevant disciplines, ht this paper they areintegrated to establish a local-network baseddistance education experimental system whichcontains functions such as teaching, practicing,tutoring and discussing, etc. The volume of thedigital human datasets is too huge to be dealt withtraditional centralized storing methods, so the gridtechnology is introduced to provide an efficient, safeand transparent management of the mass *** this experiment our solution is proved tobe valid and feasible.

关键词： distance learning computer aided instruction teaching medicine grid computing virtual reality biomedical education digital human distance education medicine anatomy teaching tutoring grid technology transparent data management

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Neural field model for perceptual learning

Neural field model for perceptual learning

引用

IEEE International Conference on Cognitive Informatics

作者： Zhongzhi Shi Youping Huang Jian Zhang Key Laboratory of Intelligent Information Processing Institute of Computing Technology Chinese Academy and Sciences Beijing China

ISBN: (纸本)0769521908

Perceptual learning happens at the perceptual level. We combine holism and reductionism to research perception learning. Based on information geometry the paper presents a neural field model which is used to understand the transformation mechanism, dynamical behavior, capability and limitation of neural network models, by the study of globally topological and geometrical structure on parameter spaces of neural networks. We discuss neural field representation, fractal learning principle, topology approximation correction learning and the dualistic correction learning algorithm. Finally the paper gives conclusions and points out future research topics.

关键词： Solid modeling Biological neural networks information geometry Manifolds information processing Fractals Network topology Approximation algorithms Cognitive informatics Humans

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MAGE: an agent-oriented software engineering environment

MAGE: an agent-oriented software engineering environment

引用

IEEE International Conference on Cognitive Informatics

作者： Zhongzhi Shi Haijun Zhang Yong Cheng Yuncheng Jiang Qiujian Sheng Zhikung Zhao Key Laboratory of Intelligent Information Processing Institute of Computing Technology Chinese Academy and Sciences Beijing China

ISBN: (纸本)0769521908

Agent-oriented programming is an important technology for autonomic computing and grid computing. Advances in agent technology depend on improving frameworks for building and supporting agent societies. Experience suggests that first generation multiagent systems focus only on some aspects and fall short of providing a rapid prototyping development environment for the systematic analysis, design, construction and deployment of agent-oriented applications. This paper presents MAGE, an agent-oriented programming environment, with complete tools to support agent-oriented requirement analysis, design, development and deployment. It also gives some comparison between MAGE and other multiagent platforms with particular focus on methodology. At last, this paper gives some applications on MAGE.

关键词： Software engineering Multiagent systems Application software Laboratories Grid computing Prototypes Computer industry information processing Buildings Programming environments

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Formal data model and algebra for resource sharing in grid

Formal data model and algebra for resource sharing in grid

引用

2nd International Workshop on Grid and Cooperative computing, GCC 2003

作者： Sheng, Qiujian Shi, Zhongzhi Key Laboratory of Intelligent Information Processing Institute of Computing Technology Chinese Academy of Sciences P.O. Box 2704-28 Beijing100080 China Graduate School of the Chinese Academy of Sciences Beijing China

ISBN: (纸本)3540219935

Management of various complex resources is an important issue to be well done, in order to fulfill the potential of Grid. In this paper, we propose a formal data model and algebra for resource sharing in the Grid. In the model, domain ontology knowledge is described within knowledge schema and domain background knowledge is captured in integrity constrain rules. A query algebra is defined to manipulate the modeled resource base. © Springer-Verlag Berlin Heidelberg 2004.

关键词： Algebra

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A Multi-layers Neural Network Model based on Characteristics of Ganglions' Receptive Fields in Retina and an Algorithm for Watchfulness-keeping

A Multi-layers Neural Network Model based on Characteristics...

引用

The Third Asian Conference on Vision (ACV2004)

作者：危辉陆汝钤 Department of Computer Science Lab of Algorithm for Cognitive Model Brain Science Research Center Fudan University Shanghai 200433 China Key Laboratory of Intelligent Information Processing Institute of Computing Technology CAS Beijing 100080 China Key Laboratory of Intelligent Information Processing Institute of Computing Technology CAS Beijing 100080 China

Machine vision is an active branch of Artificial Intelligence. An important problem in this area is the balance among efficiency, accuracy and huge computing. The visual system of human can keep watchfulness to the perimeter of visual field while at same time their central attention is focused to the center of visual field for fine information processing. This mechanism of computing resource assignment could ease the demand for huge and complex hardware structure. Therefore designing computer model based on biological visual

关键词： A Multi-layers Neural Network Model based on Characteristics of Ganglions Receptive Fields in Retina and an Algorithm for Watchfulness-keeping Model

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Amplitude spectrum-based gait recognition

Amplitude spectrum-based gait recognition

引用

International Conference on Automatic Face and Gesture Recognition

作者： Guoying Zhao Rui Chen Guoyi Liu Hua Li Graduate School of Chinese Academy of Sciences Beijing China Key Laboratory of Intelligent Information Processing Institute of Computing Technology Chinese Academy and Sciences Beijing China

ISBN: (纸本)0769521223

Gait is a biometric feature and identification of people from gait captured on video that has become a challenging problem in computer vision. A recognition method based on amplitude spectrum (Fourier spectrum) of frequency domain is proposed. Fourier spectrum reflects the frequency feature of person's pose in the current frame. After getting the period and key poses through the whole sequence according to the height of centroid and the amplitude value in frequency domain, we extract 5D features from the sequence including four amplitude values corresponding to four key poses image and the proportion of body. Finally, three measures are applied to evaluate our algorithm. Experiments result on USF dataset show that our method is insensitive to many changes condition of background, lighting, clothing, walking speed, segment noise and so on. For we implement gait recognition according to the discriminant analysis, the result to some extent is robust to the variation of viewpoint and cloth and recognition rate is satisfying.

关键词： Biometrics Face recognition Image recognition Frequency domain analysis Clothing Legged locomotion Iris Fingerprint recognition Humans Surveillance

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An algebraic multi-class classification method

An algebraic multi-class classification method

引用

International Conference on Machine Learning and Cybernetics (ICMLC)

作者： Qing He Zhen-Yan Liu Zhong-Zhi Shi The Key Laboratory of Intelligent Information Processing Institute of Computing Technology Chinese Academy and Sciences Beijing China School of Software Beijing Institute of Tèchnology Beijing China

ISBN: (纸本)0780384032

An algebraic multi-class classification method AHSC, i.e., algebraic hyper surface classification, is proposed. The separating algebraic hyper surface of two-class data may be directly constructed by a single polynomial in theory, but it is too difficult to separate multi-class data by a single polynomial even though the polynomial is multivalued. AHSC can be used for classifying multi-class data by integrating a series of polynomial networks based on binary numbers, which are used for labeling the classes of samples. The problem that multi-class data cannot always be separated by a single polynomial is solved by AHSC. Moreover, using an adaptive method can choose the order of polynomial. The experimental results show that the new method can efficiently and accurately classify multi-class and high dimension data.

关键词： Polynomials Machine learning Error correction codes Mathematical model Neurons Vectors Helium information processing Computers Electronic mail

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MAGE: multi-agent environment

MAGE: multi-agent environment

引用

International Conference on Computer Networks and Mobile computing (ICCNMC)

作者： Zhongzhi Shi Haijun Zhang Mingkai Dong Zhikung Zhao Qiujian Sheng Yuncheng Jiang Yong Cheng Key Laboratory of Intelligent Information ProcessingInstitute of Computing Technology Chinese Academy and Sciences Beijing China

ISBN: (纸本)0769520332

intelligent agent technology has been raised as the primary technology in the intelligent Internet and mobile computing. In this paper, MAGE (multi-agent environment) is introduced which is an environment for rapidly developing distributed, heterogeneous multi-agent systems. Agent model, agent architecture, MAGE platforms, comparison between MAGE and other multi-agent framework is presented in the paper. This paper illustrates two application systems, such as e-business, parallel Web spider. The MAGE is written in Java and is a powerful tool to construct multi-agent systems for Internet applications.

关键词： intelligent agent Internet Mobile computing Multiagent systems Java Artificial intelligence Runtime Power system modeling Computer architecture Application software

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