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检索条件"任意字段=The 2010 IEEE International Conference on Progress in Informatics and Computing"

共 1879 条记录，以下是71-80 订阅

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Fine-grained Sentiment Analysis of Reviews Using Shallow Semantic Information 5

Fine-grained Sentiment Analysis of Reviews Using Shallow Sem...

引用

2017 international conference on progress in informatics and computing(PIC)

作者： Hanxiao Shi Yahui Zhang Yi Zou Xiaojun Li School of Management and E-Business Zhejiang Gongshang University

ISBN: (纸本)9781538619797;9781538619780

There is a growing interest in sharing personal opinions on the Web,such as product reviews,economic analysis,political polls,*** research focuses on document-based approaches and documents are represented by ***,due to loss of contextual information,this representation fails to capture the associative information between an opinion and its corresponding ***,several researches focus on sentence-based approaches,which can effectively deal with an attribute-sentiment word pair within one ***,those approaches are unable to process more than one attribute within one *** this paper,we first present an improved sentiment word quantitative method to generate sentiment score for every word in sentiment ***,we propose a novel identification approach of attribute-modifier-sentiment word triple using shallow semantic *** results show the feasibility and effectiveness of our approach.

关键词： Sentiment analysis Opinion mining Sentiment lexicon

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Join Order Algorithm Using Predefined Optimal Join Order 5

Join Order Algorithm Using Predefined Optimal Join Order

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2017 international conference on progress in informatics and computing(PIC)

作者： Areerat Trongratsameethong Department of Computer Science Faculty of Science Chiang Mai University

ISBN: (纸本)9781538619797;9781538619780

This paper proposes an optimization algorithm named Join Order Algorithm Using Predefined Optimal Join Order or is called JAPO algorithm to optimize join cost. Optimal join order solutions for all possible join patterns are predefined and stored in a file using Dynamic Programming with Memorization technique or is called DPM algorithm. JAPO algorithm searches join order solutions from the predefined optimal join orders using hash function instead of traversing all search space. Experiments are conducted and join costs obtained by JAPO algorithm are compared with DPM algorithm and greedy algorithm named GOO. The experimental results show that JAPO algorithm with polynomial time complexity obtains almost 100 percent of optimal join order solutions. DPM algorithm obtains 100 percent of optimal join order solutions with factorial time complexity. GOO algorithm with polynomial time complexity obtains sub-optimal solutions and number of optimal solutions obtained by GOO algorithm decreases when number of relations to be joined is increased.

关键词： query optimization optimization algorithm join order algorithm predefined optimal join order join graph pattern

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Current progress in Discriminative Object Tracking 5

Current Progress in Discriminative Object Tracking

引用

2017 international conference on progress in informatics and computing(PIC)

作者： Zhichao Lian Zhonggen Liu School of Computer Science and Engineering Jiangsu Key Laboratory of Spectral Imaging and Intelligent Sense Nanjing University of Science and Technology

ISBN: (纸本)9781538619797;9781538619780

Recently,great progesses have been made in using discriminative classifiers in object *** specifically,correlation filters(CFs) for visual tracking have been attractive due to t heir competitive performances on both accuracy and *** this paper,the latest and representative approaches of CF b ased trackers are presented in d *** addition,trackers used deep convolutional features are introduced and several famous tracking methods which fine-tune the pretrained deep network are *** evaluate the performances of different trackers,a detailed introduction of the evaluation methodology and the datasets is described,and all introduced trackers are compared based on the mentioned ***,several promising directions as the conclusions are drawn in this paper.

关键词： object tracking deep learning correlation filters

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Generalized tensor product Bézier surfaces

Generalized tensor product Bézier surfaces

引用

2010 1st ieee international conference on progress in informatics and computing, PIC 2010

作者： Han, Xuli Ren, Yeqing Liu, Xinru School of Mathematical Science and Computing Technology Central South University Changsha 410083 China

ISBN: (纸本)9781424467860

In order to adjust effectively the shape of the tensor product Bézier surfaces and to connect conveniently the surface patches, generalized tensor product Bézier surfaces with local directional control derivative vectors are given in this paper. The given surface expression is a modification based on a kind of higher approximate polynomials of a function. Taking the tensor Bézier surfaces as a special case, the given surface is an effective modification for the Bézier surface of higher degree by adjusting the directional target derivative vectors. A method for connecting surface patches on rectangle domain is presented;it can be used to realize C1 continuous connection of two surface patches without any constraint conditions for the control grid points. ©2010 ieee.

关键词： Tensors

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High-availability Deployment for Large Enterprises 4

High-availability Deployment for Large Enterprises

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4th ieee international conference on progress in informatics and computing (ieee PIC)

作者： Lyu, Huahui Li, Ping Yan, Ruihong Qian, Hongjie Sheng, Bin China Southern Power Grid Guangzhou Informat Dept Guangzhou Guangdong Peoples R China Educ Univ Hong Kong Dept Math & Informat Technol Hong Kong Peoples R China Shanghai Jiao Tong Univ Dept Comp Sci & Engn Shanghai Peoples R China Chinese Acad Sci Inst Software State Key Lab Comp Sci Beijing Peoples R China Shanghai Jiao Tong Univ SJTU Joint Inst Shanghai Peoples R China

ISBN: (纸本)9781509034840

With the explosive growth of data capacity, large enterprises increasingly rely on business information systems. A highly informational and data-centralized grid company that engages in high-frequency businesses will face major business failures, incalculable impacts and irreparable damages once data errors occur. The development of an effective high-availability information system has become a hot topic for grid companies. Based on the analysis of pioneer enterprises or businesses (mainly IT enterprises), this paper summarizes the development mode of gradual deployment, and further proposes an extended architecture suitable for large enterprises such as grid companies in order to provide references and suggestions for the gradual deployment of high-availability information systems.

关键词： cloud computing gradual deployment grid company high availability

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An Online Cost-Efficient Scheduler for Requests with Deadline Constraint in Hybrid Clouds 5

An Online Cost-Efficient Scheduler for Requests with Deadlin...

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2017 international conference on progress in informatics and computing(PIC)

作者： Yufei Wang Guangtao Xue Shiyou Qian Minglu Li School of Electronic Information and Electrical Engineering Shanghai Jiao Tong University

ISBN: (纸本)9781538619797;9781538619780

The hybrid cloud model has received considerable attention in recent years. However, it is challenging to schedule computing applications in hybrid clouds because of the various product types and pricing models provided by different cloud providers in conjunction with the complexity of private cloud resource management. In this paper, we focus on a typical scenario to schedule computing requests in hybrid clouds, trying to minimize the costs incurred while keeping the deadline missing of the requests at an acceptable level. We formulate this problem as an online optimization model originally, and by taking advantage of the Lyapunov optimization techniques, we transform it into a one-shot binary linear optimization problem which is much easier to solve. Based on that we develop a hybrid cloud scheduler, and simulation results suggest that our scheduler strikes a good balance between the cost of public clouds and the deadline missing of computing requests. Besides, the proposed scheduler shows a nearly optimal resource utilization rate and a good average scheduling delay.

关键词： hybrid cloud scheduling deadline constraint Lyapunov optimization

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Study on smart care service for the aged based on context awareness 5

Study on smart care service for the aged based on context aw...

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2017 international conference on progress in informatics and computing(PIC)

作者： Yonghui Dai Jinfei Wang Haoyuan Pan Fenfen Zhou Chen Ye Management School Shanghai University of International Business and Economics School of Finance Shanghai University of International Business and Economics Third complete primary school of Loudi City of Hunan Province

ISBN: (纸本)9781538619797;9781538619780

In recent years, the trend of population aging brings great demand to the service industry for the aged. Meanwhile, the old-age service resources are relatively scarce, which has become an important issue in the development of society all over the world. In order to improve the service quality of the aged, smart care service based on context awareness was proposed in this paper. Firstly, environmental data, physical sign, voice and facial expression data of the aged are collected. And then affective computing and data mining methods were used to these data, so as to find out the demand of the aged and provide them with smart care service. Results show that this method can effectively help the aged.

关键词： smart care service the aged context awareness,affective computing

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Kernelized convex hull for visual tracking 5

Kernelized convex hull for visual tracking

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2017 international conference on progress in informatics and computing(PIC)

作者： Jun Wang Yuanyun Wang Chengzhi Deng Shengqian Wang Jiangxi Province Key Laboratory of Water Information Cooperative Sensing and Intelligent Processing Nanchang Institute of Technology School of Information Engineering Nanchang Institute of Technology

ISBN: (纸本)9781538619797;9781538619780

In visual tracking, developing a robust appearance model is a challenging task due to variations of object appearances such as background clutter, illumination variation and partial occlusion. In existing tracking algorithms, a target candidate is represented by linear combinations of target ***, the relationship between a target candidate and the corresponding target templates is nonlinear because of appearance variations. In this paper, we propose a kernelized convex hull based target representation for visual tracking. Namely, a target is represented by a nonlinear combination of target templates in a mapped higher dimensional feature space. The convex hull model can covers the target appearances that do not appear in the target templates. Experimental results demonstrate the robustness and effectiveness of the proposed tracking algorithm against several state-of-the-art tracking algorithms.

关键词： Visual tracking Kernel Convex hull Appearance model

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The Application of Natural Language Processing in Compiler Principle System 5

The Application of Natural Language Processing in Compiler P...

引用

2017 international conference on progress in informatics and computing(PIC)

作者： Yujia Zhai Lizhen Liu Wei Song Chao Du Xinlei Zhao Information and Engineering College Capital Normal University College of Foreign Languages Capital Normal University

ISBN: (纸本)9781538619797;9781538619780

Compiling principle is an important course of computer science major,which mainly introduces general principles and basic methods of the construction of compiling programs *** to high demands of the logic analysis ability,the course bring abstract and unintelligible experience to many *** it is quite difficult for students to master the main points of this course within the limited class *** on the requirement above,this paper mainly proposed a method of making use of natural language processing in the research and application of compiling process,which utilizes Maximum Probability Word Segmentation algorithm during the process of lexical analysis and syntax analysis,to offer more effective interface between human and *** proposed method can provide students with intuitive and profound knowledge concept in the process of learning how to compile,makes it easier and quicker for students to understand the principle of computer compiling.

关键词： natural language processing compiling Principles Maximum Probability Word Segmentation algorithm

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Deep learning based forensic face verification in videos 5

Deep learning based forensic face verification in videos

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2017 international conference on progress in informatics and computing(PIC)

作者： Jinhua Zeng Jinfeng Zeng Xiulian Qiu Institute of Forensic Science Ministry of Justice

ISBN: (纸本)9781538619797;9781538619780

Deep learning for face identification-verification application has been proven to be fruitful. Human faces constituted the main information for human identification besides gait, body silhouette, etc. Deep learning for forensic face identification could provide quantitative indexes for face similarity measurement between the questioned and the known human faces in cases, which had the advantage of result objectivity without expert experience influences. We studied the deep learning based face representation for forensic verification of human images. Its application strategies and technical limitations were discussed. We proposed a "winner-takeall" strategy in the case of the forensic identification of human images in videos. We expected the theories and techniques for forensic identification of human images in which both qualitative and quantitative analysis methods were included and expert judgment and automatic identification methods were coexisted.

关键词： deep learning forensic identification of human images face identification face verification winner-take-all

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