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VAST: Automatically combining keywords and visual features for web image retrieval

VAST: Automatically combining keywords and visual features f...

引用

2008 10th International Conference on Advanced Communication technology

作者： Hai, Jin Ruhan, He Wenbing, Tao Aobing, Sun Services Computing Technology and System Lab. Cluster and Grid Computing Lab. Huazhong University of Science and Technology Wuhan 430074 China

ISBN: (纸本)9788955191356

A large-scale image retrieval system for the WWW, named VAST (VisuAl & SemanTic image search), is presented in this paper. Based on the existing inverted file and visual feature clusters, we form a semantic network on top of the keyword association on the visual feature clusters. The system is able to automatically combine keyword and visual features for retrieval by the semantic network The combination is automatic, simple, and very fast, which is suitable for large-scale web dataset Meanwhile, the retrieval takes advantage of the semantic contents of the images in addition to the low-level features, which remarkably improves the retrieval precision. The experimental results demonstrate the superiority of the system.

关键词： Web services

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An integrated iethod for text information retrieval

An integrated iethod for text information retrieval

引用

4th International Conference on Semantics, Knowledge, and grid, SKG 2008

作者： Xu, Xiang-Hua Huang, Jia-Lai Jian, Wan Jiang, Cong-Feng Grid and service grid computing lab School of Computer Science and Technology Hangzhou Dianzi University Hangzhou 310018 China

ISBN: (纸本)9780769534015

The algebra-based and ontology-based information retrieval model are investigated in this paper, from which we know the two reinforce each other to some extent. Based on this observation, an integrated method for information retrieval is presented by taking the advantage of these two models. Then, an effective matching algorithm for pairing of different characteristic words is presented to improve the similarity calculating between the query and text. The experimental results show that, compared with the algebra-based and ontology-based models, the proposed method obviously gets a better precision and recall. © 2008 IEEE.

关键词： Algebra

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Discovery of web services based on collab.rated Semantic Link Network

Discovery of web services based on collaborated Semantic Lin...

引用

1st IEEE International Workshop on Semantic computing and Systems, WSCS 2008

作者： Liu, Fangfang Luo, Xiangfeng Xu, Zheng Li, Xuhui Digital Content Computing and Semantic Grid Group Key Lab. of Grid Technology Shanghai University China State Key Lab. Of Software Engineering Wuhan University China

ISBN: (纸本)9780769533162

Web service becomes an important paradigm for internet application. To realize users' complex requirements, services with different functions, but sharing common features, should be selected quickly from a huge number of services on internet to be collab.rated. Researches on the discovery of services have put the emphasis on the finding out of services with similar functions, which is unable to accomplish the purpose of collab.ration. We propose a discovery method for the collab.ration based on Collab.rated Semantic Link Network. C-SLN is constructed using services represented by E-FCMs and the similar and associated relations between E-FCMs as well. Through the experiments on a set of public web services, our approach shows that it can help to improve the efficiency of the discovery of services in favor of the collab.ration. © 2008 IEEE.

关键词： Web services

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D-overlay: A delay-aware overlay for gaming services

D-overlay: A delay-aware overlay for gaming services

引用

3rd International Conference on Innovative computing Information and Control, ICICIC'08

作者： Xiaofei, Liao Linchen, Yu Hai, Jin Hong, Yao Cluster and Grid Computing Lab. Services Computing Technology and System Lab. Huazhong University of Science and Technology Wuhan 430074 China School of Computer Science and Technology China University of Geosciences Wuhan 430074 China

ISBN: (纸本)9780769531618

Peer-to-peer (P2P) has become an important computing model because of its adaptation, selforganization and autonomy. But how to organize dynamic nodes in P2P networks efficiently for gaming message passing services is still a challenge. This paper present an approach, named D-overlay, a delay-aware overlay for gaming services, to implement node clustering based on link delay of nodes communications in the P2P network. This approach measures the delays among peers, explores the node connectivity together with the connection quality. Then, it builds a service ring for each peer according to its latency status, and keeps the low latency among neighbors by periodical adjustments. D-overlay improves the extensibility and reliability. One system, called PKTown, has been deployed based on D-overlay in CERNET of China. © 2008 IEEE.

关键词： Message passing

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DPLM: A novel application-layer routing scheme for low delay VoIP 08

DPLM: A novel application-layer routing scheme for low delay...

引用

4th Asian Internet Engineering Conference, AINTEC 2008

作者： Liao, Xiaofei Jin, Hai Zhu, Lili Cluster and Grid Computing Lab. School of Computer Science and Technology Huazhong University of Science and Technology Wuhan 430074 China

ISBN: (纸本)9781605581279

In order to achieve low delay services in VoIP, we can use application-layer routing scheme, which is to find proper relay nodes to intermediate voice packets from the source peer to the destination peer. The difficulty of the scheme is how to find the proper relay nodes, which we call relay problem. This paper presents a new application-layer routing scheme, called DPLM, to resolve relay problem. We introduced the mechanism in detail, and evaluated our mechanism in NS2 network simulation environment and got a high relay node hit ratio result, which confirms the feasibility of a real system. Also we make a comparison with traditional schemes, and the results show that DPLM scheme has good performances. Copyright 2008 ACM.

关键词： Routing protocols

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MSVM-kNN: Combining SVM and k-NN for multi-class text classification

MSVM-kNN: Combining SVM and k-NN for multi-class text classi...

引用

1st IEEE International Workshop on Semantic computing and Systems, WSCS 2008

作者： Yuan, Pingpeng Chen, Yuqin Jin, Hai Huang, Li Service Computing Technology and System Lab. School of Computer Science and Technology Huazhong University of Science and Technology Wuhan 430074 China

ISBN: (纸本)9780769533162

Text categorization is the process of assigning documents to a set of previously fixed categories. It is widely used in many data-oriented management applications. Many popular algorithms for text categorization have been proposed, such as Naïve Bayes, k-Nearest Neighbor (k-NN), Support Vector Machine (SVM). However, those classification approaches do not perform well in every case, for example, SVM can not identify categories of documents correctly when the texts are in cross zones of multicategories, k-NN cannot effectively solve the problem of overlapped categories borders. In this paper, we propose an approach named as Multi-class SVM-kNN (MSVM-kNN) which is the combination of SVM and k-NN. In the approach, SVM is first used to identify category borders, then k-NN classifies documents among borders. MSVM-kNN can overcome the shortcomings of SVM and k-NN and improve the performance of multi-class text classification. The experimental results show MSVM-kNN performs better than SVM or kNN. © 2008 IEEE.

关键词： Support vector machines

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Proxy based parallel data transfer mechanism in grid environment

Proxy based parallel data transfer mechanism in grid environ...

引用

1st International Conference on Intelligent Networks and Intelligent Systems, ICINIS 2008

作者： Xiong, Muzhou Jin, Hai Wu, Song Service Computing Technology and System Lab. School of Computer Science and Technology Huazhong University of Science and Technology Wuhan 430074 China

ISBN: (纸本)9780769533919

This paper proposes a novel parallel data transfer mechanism to improve the performance of data transfer in grid environment. It utilizes the servers distributed in grid system and selects some of them as the proxy servers. It introduces the method of how to select the proxy server. Then data are divided into several parts and sent through the selected proxy servers with different physical links. By that, it can effectively improve the performance of data transfer. © 2008 IEEE.

关键词： Data transfer

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Ripple: Toward a substrate middleware for peer-to-peer applications

Ripple: Toward a substrate middleware for peer-to-peer appli...

引用

3rd International Conference on Innovative computing Information and Control, ICICIC'08

作者： Yao, Hong Yu, Linchen Jin, Hai Yang, Sirui Huang, Qi Jiang, Wenjian School of Computer Science and Technology China University of Geosciences Wuhan 430074 China Cluster and Grid Computing Lab. Services Computing Technology and System Lab. Huazhong University of Science and Technology Wuhan 430074 China France Telecom R and D China Beijing 100190 China

ISBN: (纸本)9780769531618

Peers in multiple P2P applications execute overlapped operations with different implementation, like neighbour management, resource publish/lookup, delay investigation, which leads to poor interoperability and unnecessary network load. Peers contribute their resources only when they stay in same application. We propose a P2P middleware, called Ripple, to accomplish common functions in a layered architecture. Ripple manages all peers running various applications in a uniform substrate overlay network. The substrate overlay is designed with a hybrid topology. This hybrid topology does not aim at only a particular type of applications, but also enables the flexibility for various applications. Our work is an attempt to address common needs of P2P applications, which may simplify the development and improve the performance of P2P networks, as well as mitigate the sampling stress to physical networks. © 2008 IEEE.

关键词： Middleware

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GOVFiR: grid computing based online virtual fitting room

GOVFiR: Grid computing based online virtual fitting room

引用

International Conference on Computer Science and Software Engineering, CSSE 2008

作者： Congfeng, Jiang Yinghui, Zhao Grid and Service Computing Technology Lab Hangzhou Dianzi University Hangzhou 310018 China Zhejiang Tongji Vocational College of Science and Technology Hangzhou 311231 China

ISBN: (纸本)9780769533360

It is time-consuming and expensive to design and develop a real time, large scale, and high fidelity interactive cloth simulation system, especially for an online virtual fitting room. In this paper, a new body modeling algorithm for cloth simulation is introduced and the key techniques for GOVFiR, a grid computing based Online Virtual Fitting Room, are discussed and a hierarchical architecture of GOVFiR is proposed. The grid infrastructure provides massive computing powers in order to obtain real-time and high fidelity simulation. The experimental results of GOVFiR show that GOVFiR can provide amazing online virtual fitting experiences, including garments selection and visualization of the garments in one's body. Moreover, GOVFiR has also obtained good performance such as contact computation speedup, strong robustness and scalab.lity © 2008 IEEE.

关键词： grid computing

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System for temperature monitor in substation with ZigBee connectivity

System for temperature monitor in substation with ZigBee con...

引用

2008 11th IEEE International Conference on Communication technology, ICCT 2008

作者： Fang, Miaoqi Wan, Jian Xu, Xianghua Wu, Guangrong Grid and Services Computing Lab. School of Computer Science Hangzhou Dianzi University Hangzhou China No. 52 Research Institute China Electronics Technology Group Corporation Hangzhou China

ISBN: (纸本)9781424422517

Monitor substation equipment temperature is one of the most important factors for power systems to ensure safe transmission of electricity. Traditional methods for monitoring the substation temperature shows many disadvantages such as low accuracy, heavy workload, lack of real-time, etc. Therefore, a low cost, high accuracy and automatic method is needed for power system. This paper presents a temperature monitor system for substation with ZigBee connectivity. Node hardware, network protocol and software on PC were presented. Finally, the implementation performance shows the sensor nodes have an automatic, small size, low power consumption, and network stability. © 2008 IEEE.

关键词： Zigbee

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