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检索条件"任意字段=3rd IEEE Intelligent Data Acquisition and Advanced Computing Systems"

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An optimised design for agent capability reuse

An optimised design for agent capability reuse

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2010 3rd ieee/WIC/ACM International Conference on Web Intelligence and intelligent Agent Technology - Workshops, WI-IAT 2010

作者： Zhang, Hao Lan Leung, Clement H.C. Yu, Xinghuo He, Jing School of Electrical and Computer Engineering RMIT University Melbourne Australia Hong Kong Baptist University Kowloon Tong Hong Kong School of Engineering and Science Victoria University Melbourne Australia Research Centre on Fictitious Economy and Data Science Chinese Academy of Sciences China

ISBN: (纸本)9780769541914

In spite of the rising demands for reusable information systems, current designs are still insufficient in providing efficient reusable mechanisms for system design. One of the major problems hindering the development of information reuse in most traditional systems, which include component-based systems and object-oriented systems, is the lack of the self-organising ability among the system components or subsystems. The emergence of intelligent agent-based technology is able to solve the problems plaguing many traditional systems. In this paper we introduce an optimised design for agent-based systems, which is able to provide an efficient process for agent capability reuse. An experimental program is developed to evaluate the performance of the proposed design. © 2010 ieee.

关键词： Information use

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Design of information resource of personalized services based on Ajax WS

Design of information resource of personalized services base...

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2010 3rd International Symposium on Knowledge acquisition and Modeling, KAM 2010

作者： Mei, Lin Department of Electric Engineering BinZhou Vocational College ShanDong 256603 China

ISBN: (纸本)9781424480050

This paper made an in-depth research on information resources and personalized service and research status of system implementation techniques, combined with the practical work of graduate design, the use of Ajax, database, network communication and *** and other technologies on information resources and personalized service system's overall architecture was design. The system uses a hierarchical distributed development model and Ajax WS asynchronous processing technology to solve client data transfer is slow and difficult site system compatibility issues. Meanwhile, this research completed a personalized recommendation, personalized information, the system design of three models, management and implementation, and address of the database consistency and user logon authentication and other system security issues. At present the prototype has been completed. System test is in good condition, indicating that overall system design is reasonable and measures to solve problems are feasible. © 2010 ieee.

关键词： systems analysis

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MSP430 microcontrollers essentials - A new approach for the embedded systems courses: Part 3 - data acquisition and communications

MSP430 microcontrollers essentials - A new approach for the ...

引用

4th European DSP Education and Research Conference, EDERC 2010

作者： Gaspar, Pedro Dinis Santo, A. Esprito Ribeiro, Bruno Electromechanical Engineering Department Engineering Faculty University of Beira Interior Calçada do Lameiro 6201-001 Covilhã Portugal

ISBN: (纸本)9780955204746

This paper presents the third part a new approach for embedded systems courses appropriate for both high school and undergraduate classrooms, that has been conceived and designed to accomplish these goals, while motivating and equipping this next generation of engineers to rise to future challenges. Part I of this paper presented the outline of the course, its structure, and the initial subjects covering an introductory overview in logic design and embedded processors and a description of the available software and hardware development tools for the MSP430. Part 2 described the MSP430 Architecture, Device systems and Operating Modes, General purpose Input/Output and all the peripherals integrated in the MSP430 family devices. This 3rd part describes the MSP430 data acquisition and communication peripherals integrated in its family devices. It also presents the advanced laboratories that gather all the knowledge acquired during the course. The course structure was defined in order to be easy to understand and provide a logical flow along the topics, as it mostly progresses from simple topics to more advanced ones. The developed materials include slides for class room teaching, explanatory documents for student and educators future reference, laboratories, tests, programs and application examples after each chapter. Each module is dedicated to a specific aspect of the MSP430 device, including the description of a range of peripherals. © 2010 Texas Instruments.

关键词： Embedded systems

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Evolutionary community discovery from dynamic multi-relational CQA networks

Evolutionary community discovery from dynamic multi-relation...

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2010 3rd ieee/WIC/ACM International Conference on Web Intelligence and intelligent Agent Technology - Workshops, WI-IAT 2010

作者： Zhang, Zhongfeng Li, Qiudan Zeng, Daniel Institute of Automation Chinese Academy of Sciences China Department of Management Information Systems University of Arizona United States

ISBN: (纸本)9780769541914

As a knowledge sharing platform, Community Question Answering (CQA) services have attracted much attention from both academic and industry. This paper studies the problem of mining evolutionary community structures in CQA, through analysis of time-varying, multi-relational data among users and contents. We propose a unified framework for this problem, which makes the following contributions: 1) We propose an AT-LDA model, which combines author-topic model with topological structure analysis, to discover densely connected communities and the community topics in a unified process;2) Our framework captures community structures and their evolution with temporal smoothing given by historic community structures. Empirical evaluation on real-world dataset shows that interesting communities and their evolution patterns can be detected. © 2010 ieee.

关键词： Topology

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Non-redundant sequential association rule mining and application in recommender systems

Non-redundant sequential association rule mining and applica...

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2010 3rd ieee/WIC/ACM International Conference on Web Intelligence and intelligent Agent Technology - Workshops, WI-IAT 2010

作者： Zang, Hao Xu, Yue Li, Yuefeng Discipline of Computer Science Faculty of Science and Technology Queensland University of Technology Brisbane QLD 4001 Australia

ISBN: (纸本)9780769541914

Many modern recommender systems are not suitable for recommending infrequently purchased products such as cars due to lack of user rating data to infrequently purchased products. A big challenge for recommending infrequently purchased products is the lack of data about users' interests. Web log data is an important data resource to derive useful information about users' navigation patterns which in turn can help find users' information needs. In this paper, a novel method Closed Sequence-Sequence Generator Mining (CSGM) is proposed to generate closed sequences and sequence generators for nonredundant sequential rule mining. By applying the proposed method on web logs, we can extract sequential associations among products which reflect users' preference on products. We have conducted experiments on recommending cars based on users' interests generated by utilizing the sequential rules extracted using our method. Our experiments show that by using those rules we can find users' interests more accurately and thus improve the quality of car recommendation compared to the standard matching-based car search. Moreover, by only using the non-redundant rules, the same or even better recommendations can be generated than using the whole set of rules. © 2010 ieee.

关键词： Recommender systems

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Research on organizational collaboration oriented OB4LAC in e-government

Research on organizational collaboration oriented OB4LAC in ...

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2010 3rd ieee/WIC/ACM International Conference on Web Intelligence and intelligent Agent Technology - Workshops, WI-IAT 2010

作者： Li, Huaiming Yang, Shuai Wang, Ning Wang, Yanzhang Institute of Information and Decision-Making Technology Dalian University of Technology Dalian China

ISBN: (纸本)9780769541914

With the development of collaborative electronic government system and the development trend of organizational collaboration in e-government. More and more e-government systems and safety platforms are developed and deployed. All of these bring the problems of collaborative electronic government system safety and integration of complicated systems, businesses and resources. One of the keys to solve these problems is the access control and authorization management of systems. In this paper, the Organization Based 4 Level Access Control (OB4LAC) is extended, and we propose the Organizational Collaboration Oriented OB4LAC (OB4LACC). Through the study of inter-organizational security collaboration schema based on OB4LACC, we discussed the OB4LAC C application in the inter-organizational security collaboration. And we resolved lots of issues in the inter-organizational security collaboration, such as permission to enlarge and Conflict of permission. © 2010 ieee.

关键词： Government data processing

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Arrogyam: Arrhythmia Detection for Ambulatory Patient Monitoring

引用

3rd International Conference on Contemporary computing

作者： Gangwar, Dheerendra Singh Saini, Davinder Singh GLA Inst Technol & Management Mathura 281406 UP India Jaypee Univ Informat Technol Himachal Pradesh 173215 India

ISBN: (纸本)9783642148248

Biomedical Sensor Networks are event driven systems that rely on collective efforts of several sensor nodes. These nodes are used for acquisition of physiological information to monitor health status and physical wellbeing of an individual specifically suffering from chronic diseases. The reliable event detection for such networks is based on multi-sensor data fusion. The physiological signals are multi-dimensional and multi-parametric in nature. The major objective of this paper is to discuss challenges and opportunities for developing an ambulatory patient monitoring system. The proposed prototype model addresses design and development issues required to report any severe condition related to cardiovascular malfunctioning without compromising mobility and convenience of the patient. The analysis of fused cardio-respiratory time series data requires dimensionality reduction before drawing detection decisions related to cardiac arrhythmia. This paper briefs about a simulation model of arrhythmia detection for ambulatory patient monitoring. The early detection of cardiovascular risk factors can reduce expected cost pressure on healthcare and enhance social security issues.

关键词： Base unit cardiac arrhythmia ieee 802.15.4/ZigBee physiological signals sensor node

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Dynamic Replica Selection Using Improved Kernel Density Estimation

Dynamic Replica Selection Using Improved Kernel Density Esti...

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3rd International Symposium on intelligent Information Technology and Security Informatics

作者： Pang, Yin Li, Kan Sun, Xin Bu, Kaili Beijing Inst Tracking & Telecommun Technol Beijing 100094 Peoples R China Beijing Inst Technol Sch Comp Sci & Technol Beijing Key Lab Intelligent Informat Technol Beijing 100081 Peoples R China Beijing Aerosp Control Ctr Beijing 100094 Peoples R China

ISBN: (纸本)9780769540207

Replication service in Distributed systems can reduce access latency and bandwidth consumption. When different nodes hold replicas accessed, there will be a significant benefit by selecting the best replica. Most of the existed replication strategies deal with the prediction of the response time. However, these strategies do not take fully into account the network dynamic and access locality. To solve this problem, a dynamic replica selection strategy using improved Kernel Density Estimation (KDE) is presented. Firstly, it distinguishes old replicas from new ones. Then, it predicts the network load and available bandwidth to choose the best replica. The improved KDE can select accurately the best accessed replica with only a little history data, which is very useful in a dynamic network. Simulation results demonstrate the efficiency and effectiveness of improved KDE in comparison with other approaches.

关键词： replica selection improved KDE temporal locality geographic locality

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P2PKMM: A Hybrid Clustering Algorithm over P2P Network

P2PKMM: A Hybrid Clustering Algorithm over P2P Network

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3rd International Symposium on intelligent Information Technology and Security Informatics

作者： Deng, Zhongjun Song, Wei Zheng, Xuefeng Univ Sci & Technol Beijing Sch Informat Engn Beijing 100083 Peoples R China North China Univ Technol Coll Informat Engn Beijing 100144 Peoples R China

ISBN: (纸本)9780769540207

Huge amounts of data are available in large-scale networks of autonomous data sources dispersed over a wide area. data mining is an essential technology for obtaining hidden and valuable knowledge from these networked data sources. In this paper, we investigate clustering, one of the most important data mining tasks, in one of such networked computing environments, i.e., Peer-to-Peer (P2P) network. The lack of a central control and the sheer large size of P2P systems make the existing clustering techniques not applicable here. We propose a hybrid clustering algorithm, called P2PKMM. In each node, the K-medoids algorithm is used. Thus, the local noise can be avoided greatly. Meanwhile, the K-means method is used between different nodes, which can be calculated easily over distributed environment. The proposed algorithm takes a completely decentralized approach, where peers (nodes) only synchronize with their immediate topological neighbors in the underlying communication network. Furthermore, this algorithm can easily adapt to dynamic P2P network where existing nodes drop out and new nodes join in during the execution of the algorithm and the data in network changes. Experimental results show P2PKMM can not only produce highly accurate clustering results, but also with high scalability.

关键词： data mining peer to peer network K-means clustering K-medoids clustering

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intelligent computing for demonstration-based robot learning

Intelligent computing for demonstration-based robot learning

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ieee/RAS-EMBS International Conference on Biomedical Robotics and Biomechatronics (BioRob)

作者： Wei-Po Lee Tsung-Hsien Yang Jih-Shiou Jong Department of Information Management National Sun Yat-Sen University Taiwan

ISBN: (纸本)9781424477081

Robot learning is an efficient strategy to achieve control task without explicit programming. In this work, we present a learning framework in which the robot is taught how to perform desired behaviors through a demonstration procedure. During the demonstration, the behavior sequences are recorded and transferred to time series data, and intelligent computing methods are proposed to learn the behaviors from the data. To assess the performance of the proposed framework, different sets of experiments have been conducted and the results show that our framework can be used to learn robot behaviors efficiently and successfully.

关键词： Robot sensing systems Robot kinematics Trajectory Legged locomotion Leg Feature extraction

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