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2012 2nd International Conference on Uncertainty Reasoning and Knowledge Engineering最新文献

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WSDL-temporal: An approach for change management in web services WSDL-temporal:一种在web服务中进行变更管理的方法
H. Banati, Punam Bedi, P. Marwaha
Web services are self-describing, open components that support rapid, low-cost composition of distributed applications. They are being considered as the best choice of industry to provide solution for multiple clients scattered in heterogeneous environment. However, change in the business requirements result in multiple versions of Web services. Maintaining variety of versions is difficult especially for organizations, with established products and a large customer base. The problem aggregates even more when a product requires customization for its clients with minor differences in each version. This forces to deploy multiple Web services for each one of them. This work presents WSDL-Temporal, an extension of WSDL to handle issues related to change management in Web Service. The approach allows maintaining multiple versions of interfaces/operations/elements within a single Web service that can be accessed by clients. The paper extends the case study of W3C specification of WSDL to present WSDL-Temporal approach of change management. Not only does WSDL-Temporal handle changes but is also capable of handling both backward compatible and incompatible changes. Another advantage of using a single WSDL-T service for service producers is that they can now push required changes to the production environment more frequently and need not to accumulate a set of changes for next release. It also enables the service providers to deprecate or retire services in a graceful manner.
Web服务是自描述的开放组件,支持分布式应用程序的快速、低成本组合。它们被认为是为分散在异构环境中的多个客户机提供解决方案的最佳选择。但是,业务需求的变化会导致Web服务的多个版本。维护各种版本是很困难的,特别是对于拥有已建立的产品和庞大客户群的组织。当产品需要为客户定制且每个版本都有细微差异时,问题会更加严重。这就迫使为其中的每一个部署多个Web服务。这项工作提出了WSDL- temporal,它是WSDL的扩展,用于处理与Web服务中的变更管理相关的问题。该方法允许在客户机可以访问的单个Web服务中维护多个版本的接口/操作/元素。本文扩展了WSDL的W3C规范的案例研究,提出了WSDL-时态的变更管理方法。WSDL-Temporal不仅处理更改,而且还能够处理向后兼容和不兼容的更改。为服务生产者使用单个WSDL-T服务的另一个优点是,他们现在可以更频繁地将所需的更改推送到生产环境中,而不必为下一个版本积累一组更改。它还使服务提供者能够以优雅的方式弃用或退出服务。
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引用次数: 11
High-dimensional time delays selection for phase space reconstruction with information theory 基于信息理论的相空间重构高维时延选择
Chuntao Zhang, Jialiang Xu, Xiaofeng Chen, Jiao Guo
A method of information entropy optimized time delays is proposed for the chaotic time series reconstruction. First, it establishes an information entropy optimum model in phase space for high-dimensional time delays by using conditional entropy. Then solved these parameters using genetic algorithm(GA). This method constructs an optimum phase space, which maintains independence of reconstruction coordinate and retains the dynamic characteristics of the original system. In the numerical simulations, results of the Lorenz system show that it could improve the performance of chaotic time series prediction.
提出了一种基于信息熵优化时滞的混沌时间序列重构方法。首先,利用条件熵建立了高维时延的相空间信息熵优化模型;然后利用遗传算法求解这些参数。该方法构造了最优相空间,既保持了重构坐标的独立性,又保留了原系统的动态特性。数值模拟结果表明,Lorenz系统可以提高混沌时间序列的预测性能。
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引用次数: 0
Ontology based user personalization mechanism in meta search engine 基于本体的元搜索引擎用户个性化机制
Li Qing-shan, Zou Yan-xin, Sun Ying-cheng
Ontology as a concept and model description way, is widely used in various fields, and achieved good effect. Ontology based on intelligent Agent how to realize its definition of the concept in Meta search engine, help system realize the personalized, still need further research. This paper put forward a meta search engine personalized mechanism based on ontology with the use of the Agent technology, this mechanism through mining user behavior of characteristics with Agent for information retrieval, combining ontology technology set up and update the user general view, can well reflect user current interest and to the user's interest to the renewal of the dynamic. Based on ontology users can also according to the user's query scene reasoning and used in filter search results, can make the search results to meet user needs, has the personalized. Finally, in the intelligent Meta search engine prototype platform of the related experimental study, results verified the feasibility of personalized mechanism, and reached a certain degree of intelligent effect.
本体作为一种概念和模型描述方式,被广泛应用于各个领域,并取得了良好的效果。基于本体的智能Agent如何在元搜索引擎中实现其概念的定义,帮助系统实现个性化,还需要进一步的研究。本文提出了一种基于本体与Agent技术的元搜索引擎个性化机制,该机制通过挖掘用户行为特征与Agent进行信息检索,结合本体技术建立和更新用户总体视图,能够很好地反映用户当前的兴趣以及对用户兴趣的动态更新。基于本体的用户还可以根据用户的查询场景进行推理并用于过滤搜索结果,可以使搜索结果满足用户需求,具有个性化。最后,在智能元搜索引擎原型平台上进行了相关实验研究,结果验证了个性化机制的可行性,并达到了一定的智能化效果。
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引用次数: 10
Generating Indonesian slang lexicons from twitter 从twitter生成印尼俚语词汇
W. Muliady, H. Widiputra
Slang is one of the problems encountered in developing Lexical Database. There is no complete source officially for slangs in any language. This research attempts to create a list of Indonesian slangs using the proposed framework and methodology. The contents for slangs are generated by Twitter; therefore it can encounter the newest slangs available in the society.
俚语是词汇数据库开发中遇到的问题之一。任何语言的俚语都没有官方的完整来源。本研究试图使用提出的框架和方法创建一个印度尼西亚俚语列表。俚语的内容由Twitter产生;因此,它可以遇到社会上最新的俚语。
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引用次数: 4
Secret image sharing scheme based on bivariate polynomial 基于二元多项式的秘密图像共享方案
Dan Tang, Jian Huang
Most of secret image sharing schemes are follow the idea of classic Shamir scheme, namely the (k,n) threshold scheme based on one-variable polynomial. Which schemes succeed much advantages of the Shamir scheme, such as implentment easily, both have features of Perfect and Ideal and so on. But those schemes regard images as data stream, and not adequately consider the matrix characteristics of the digital image. In view of this situation, this paper proposed a new secret image sharing scheme based on bivariate polynomial, besides has most advantages of Shamir scheme, access structure in the new scheme has been greatly enriched. And the most important, the new scheme is much more suitable for image processing.
大多数秘密图像共享方案都遵循经典Shamir方案的思想,即基于单变量多项式的(k,n)阈值方案。这些方案继承了Shamir方案的优点,易于实现,都具有完美和理想等特点。但这些方案都将图像视为数据流,没有充分考虑到数字图像的矩阵特性。针对这种情况,本文提出了一种新的基于二元多项式的秘密图像共享方案,该方案除了具有Shamir方案的大部分优点外,还大大丰富了访问结构。最重要的是,新方案更适合图像处理。
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引用次数: 2
Development of genetic algorithm on multi-vendor integrated procurement-production system under shared transportation and just-in-time delivery system 共享运输和准时交货下多厂商集成采购生产系统的遗传算法研究
A. C. Leuveano, Fairul Azni Bin Jafar, Mohd Razali Bin Muhamad
One of the well-known inventory control techniques utilized in the supply chain is integrated inventory model. Recently, previous research [Z.X Chen and B.R Sarker, Multi-vendor integrated procurement-production system under shared transportation and just-in-time delivery system, Journal of the Operational Society 61 (2010) 1654-1666] have developed an integrated model to synchronize the production flow from multi-vendor to manufacturer through shared transportation. However, the model is complex to find the optimal solution. Because of these complexities, simplifications of the model are often based on limiting assumptions. Since the model is a non-linear integer programming type, this paper addresses genetic algorithm to overcome the limitations to find batch production lot size of vendors and manufacturer, delivery quantities and number of deliveries from different vendors to the manufacturer in order to minimize total cost of all parties involved in the supply chain. Furthermore, a numerical example is presented to illustrate the results.
集成库存模型是供应链中常用的库存控制技术之一。最近,先前的研究[Z。陈晓和B.R Sarker,共享运输和准时交货系统下的多厂商集成采购-生产系统[j] .管理学报,61(2010):1654-1666。然而,该模型很难找到最优解。由于这些复杂性,模型的简化通常基于限制性假设。由于模型是非线性整数规划类型,本文利用遗传算法克服了寻找供应商和制造商的批量生产批号、交货数量和从不同供应商到制造商的交货次数的限制,以使供应链中各方的总成本最小。最后给出了数值算例。
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引用次数: 9
Breast cancer diagnosis based on support vector machine 基于支持向量机的乳腺癌诊断
Shan Gao, Hongmei Li
There are some problems still exist in traditional individual Breast Cancer Diagnosis. To solve the problems, an individual credit assessment model based on support vector classification method is proposed. Using SPSS Clementine data mining tool, the personal credit data is clustering analysis by Support Vector Machine. It is analyzed in detail with the different kernel functions and parameters of Support vector machine. Support vector machine could be used to improve the work of medical practitioners in the diagnosis of breast cancer.
传统的乳腺癌个体诊断仍存在一些问题。针对这一问题,提出了一种基于支持向量分类方法的个人信用评估模型。利用SPSS Clementine数据挖掘工具,对个人信用数据进行支持向量机聚类分析。利用不同的核函数和支持向量机参数对其进行了详细的分析。支持向量机可用于改进医生在乳腺癌诊断中的工作。
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引用次数: 18
On the edge-balance index sets of a classes of nested network graph 关于边平衡索引集的一类嵌套网络图
Yuge Zheng, Hongjuan Tian
The research of Boolean index sets of graphs is one of the important graph theory in the graph theory . Boolean index sets of graphs are to use the vertex sets and the edge sets of graphs to study the characteristics of various graphs and their inherent characteristics through corresponding the mapping function to Z2. It's theory can be applied to information engineering, communication networks, computer science, economic management, medicine, etc. The edge-balance index set is an important issue in Boolean index set. In this paper, we defined edge-friendly labeling of the graph, edge-balance index set of the graph and the graph Cnm × Pmn (n=4,m≥2). We completely determine the edge-balance index sets of the graph Cnm × Pmn(m ≡ 0(mod 3)) and solve formula proof and graphic tectonic methods.
图的布尔索引集的研究是图论中重要的图论研究内容之一。图的布尔索引集是利用图的顶点集和边集,通过映射函数对应于Z2来研究各种图的特征及其固有特征。其理论可应用于信息工程、通信网络、计算机科学、经济管理、医学等领域。边平衡索引集是布尔索引集中的一个重要问题。本文定义了图的边友好标记、图的边平衡指标集和图Cnm × Pmn (n=4,m≥2)。完整地确定了图Cnm × Pmn(m≡0(mod 3))的边平衡指标集,并解决了公式证明和图构造方法。
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引用次数: 1
Research on retrieval of multi- attribute instance knowledge based on ontology 基于本体的多属性实例知识检索研究
Cai Ying-fang, Qiu Wanghua
The purpose of this paper is to improve retrieval efficiency to muli-attribute instance knowledge. The paper expressed multi-attribute instance knowledge as a model with multi-attribute and tree structure, which synthetically apply similarity calculation method of value type attribute and of imprecise value type attribute and of word type attribute, which optimized step of calculation and order of calculation, and improved retrieval efficiency.
本文的目的是提高对多属性实例知识的检索效率。本文将多属性实例知识表达为多属性树结构模型,综合应用值型属性、不精确值型属性和词型属性的相似度计算方法,优化了计算步骤和计算顺序,提高了检索效率。
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引用次数: 0
2D face recognition based on RL-LDA learning from 3D model 基于RL-LDA学习3D模型的二维人脸识别
Li Yuan
One of the main challenges in face recognition is represented by pose and illumination variations that drastically affect the recognition performance. This paper presents a new approach for face recognition based on Regularized-Labeled Linear Discriminant Analysis (RL-LDA) learning from 3D models. In the training stage, 3D face information is exploited to generate a large number of 2D virtual images with varying pose and illumination, and these images are grouped into different labeled subsets in a supervised manner. Labeled Linear Discriminant Analysis (L-LDA) is operated on each subsets subsequently. On this basis, eigenspectrum analysis is implemented to regularize the extracted L-LDA features. Recognition is accomplished by calculating RL-LDA features, and achieved a recognition rate of 98.4% on WHU-3D-2D database.
人脸识别的主要挑战之一是姿态和光照的变化,这些变化会极大地影响识别性能。提出了一种基于正则化标记线性判别分析(RL-LDA)学习三维模型的人脸识别新方法。在训练阶段,利用三维人脸信息生成大量具有不同姿态和光照的二维虚拟图像,并以监督的方式将这些图像分组到不同的标记子集中。然后对每个子集进行标记线性判别分析(L-LDA)。在此基础上,采用特征谱分析对提取的L-LDA特征进行正则化。通过计算RL-LDA特征完成识别,在WHU-3D-2D数据库上实现了98.4%的识别率。
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引用次数: 1
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2012 2nd International Conference on Uncertainty Reasoning and Knowledge Engineering
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