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Communication network designing:Transmission capacity,cost and scalability

Science china(information Sciences) 2012年第11期55卷 2454-2465页

作者： ZHANG GuoQiang1,2,3 & ZHANG GuoQing1 1Institute of Computing technology,Chinese Academy of Sciences,Beijing 100190,china 2School of computer Science and technology,Nanjing Normal university,Nanjing 210046,china 3provincial key laboratory for computer information processing technology,soochow university,suzhou 215000,china 1. Institute of Computing technology Chinese Academy of Sciences Beijing 100190 China2. School of Computer Science and Technology Nanjing Normal University Nanjing 210046 China3. Provincial Key Laboratory for Computer Information Processing Technology Soochow University Suzhou 215000 China

Despite the growing number of works centering around the traffic dynamics on complex networks,these researches still have some common shortcomings,e.g.,too simple traffic flow model and lack of considerations for the designing cost and scalability *** paper builds on a more realistic traffic flow model,and offers a holistic view on the network designing *** addition to the extensively studied transmission capacity,this paper takes designing cost and scalability as two other designing objectives,and presents a quantitative study of how different designing choices independently and collectively influence these objectives by the introduction of a cartesian coordinate *** is shown that different kinds of network topologies display different shapes of achievable solution spaces and exhibit different abilities to achieve cost-effective and scalable *** particular,we find the philosophy underlying empirical network designing and engineering today fails to meet the cost-effective and scalable designing requirements,and propose a cost-effective and scalable designing scheme for BA-like networks,i.e.,the efficient routing combined with effective betweenness based link bandwidth *** addition,when designing a thoroughly new network from the beginning,we find that ER network is a good candidate to achieve cost-effective and scalable designing in most settings.

关键词： cost-effective communication network designing network transmission efficiency network topology traffic dynamics next generation network scalable network designing

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Contourlet HMT model with directional feature

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Science china(information Sciences) 2012年第7期55卷 1563-1578页

作者： WANG XiangHai 1,2,3 ,CHEN MingYing 1 ,SONG ChuanMing 1,2 ,XU MengChun 1 & FANG LingLing 3 1 College of computer and information technology,Liaoning Normal university,Dalian 116029,china 2 State key laboratory for Novel Software technology,Nanjing university,Nanjing 210093,china 3 provincial key laboratory for computer information processing technology,soochow university,suzhou 215006,china 1. College of computer and information technology Liaoning Normal University Dalian 116029 China2. State Key Laboratory for Novel Software Technology Nanjing University Nanjing 210093 China3. Provincial Key Laboratory for Computer Information Processing Technology Soochow University Suzhou 215006 China

According to Shanno's information theory,the directional feature of texture is defined as the value of directional variable when an image signal attains a singularity of random *** terms of this definition,we calculate the texture's directional features using Tamura's method and study the directional probability distribution of Contourlet *** we find that the directional features tend to be conveyed across parent and child *** on this conclusion,we establish a novel probability distribution model of hidden direction variables under the condition of hidden state variable's distribution,named Contourlet HMT model with directional *** structure and training method of the model are presented as ***,an unsupervised context-based image segmentation algorithm is proposed on the basis of the proposed *** effectiveness is verified via extensive experiments carried out on several synthesized images and remote sensing images.

关键词： directional feature Contourlet HMT Contourlet HMT with directional feature unsupervised texture segmentation

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A multicast routing algorithm with multiple trees

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Journal of Systems Engineering and Electronics 2005年第2期16卷 426-432页

作者： Cui Xunxue 1,2 , Gao Wei3 & Fang Hongyu41. New Star Research Institute of Applied technology, Hefei 230031, P. R. china 2. Jiangsu key laboratory of computer information processing technology,soochow university, suzhou 215006, P. R. china 3. Department of Electronic Engineering and information Science,university of Science and technology of china, Hefei 230027, P. R. china 4. School of Electronic Science and technology, Anhui university, Hefei 230039, P. R. china New Star Research Institute of Applied technology Hefei 230031 P. R. China 2. Jiangsu key laboratory of computer information processing technology Soochow University Suzhou 215006 P. R. China Department of Electronic Engineering and information Science University of Science and Technology of China Hefei 230027 P. R. China School of Electronic Science and technology Anhui University Hefei 230039 P. R. China

Quality of service (QoS) multicast routing has continued to be a very important research topic in the Internet. A method of multicast routing is proposed to simultaneously optimize several parameters based on multiobjective genetic algorithm, after the related work is reviewed. The contribution lies on that the selection process of such routing is treated with multiobjective optimization. Different quality criterions in IP network are taken into account for multicast communications. A set of routing trees is generated to approximate the Pareto front of multicast problem. Multiple trees can be selected from the final set of nondominated solutions, and applied to obtain a good overall link cost and balance traffic distribution according to some simulation results.

关键词： multicast routing quality of service multiobjective optimization genetic algorithms.

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A Dynamic Fuzzy Description Logic

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Wuhan university Journal of Natural Sciences 2008年第4期13卷 417-420页

作者： FANG Wei XIAN Xuefeng ZHAO Pengpeng CUI Zhiming Jiangsu provincial key laboratory of computer informationprocessing technology Soochow University Suzhou 215006Jiangsu China

Fuzzy description logics are considered as the logical infrastructure of fuzzy knowledge representation on the semantic Web. To deal with fuzzy and dynamic knowledge on the semantic Web and its applications, a new fuzzy extension of Attribute Language with Complement based on dynamic fuzzy logic called the dynamic fuzzy description logic （DFALC） is presented. The syntax and semantics of DFALC are formally defined, and the forms of axioms and assertions are specified. The DFALC provides more reasonable logic foundation for the semantic Web, and overcomes the insufficiency of using fuzzy description logic FALC to act as logical foundation for the semantic Web. The extended DFALC is more expressive than the existing fuzzy description logics and present more fuzzy information on the semantic Web.

关键词： dynamic fuzzy logic description logic dynamic fuzzy description logic semantic Web

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Parallel Resource Mining From Bilingual Web Pages

Parallel Resource Mining From Bilingual Web Pages

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第五届全国信息检索学术会议

作者： Yan Zhen-Xiang,Feng Yan-Hui,Hong Yu,Yao Jian-Min~* provincial key laboratory of computer information processing technology soochow university,suzhou,china,215006

A new way is reported to extract parallel linguistic resources from bilingual web pages,which differs from previous works from parallel web pages,The candidate bilingual resources are extracted from web pages by heuristic information of the HTML structures and hint *** pair resources are verified by a maximum entropy classifier combining length,word-overlap,alignment and text location *** shows satisfactory parallel resource mining *** study enriches parallel text mining methods from various web pages.

关键词： Parallel resource Bilingual web pages Web mining

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Restoration method of characters on Jiagu rubbings based on Poisson distribution and fractal geometry

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Science china(information Sciences) 2010年第7期53卷 1296-1304页

作者： GU ShaoTong1,2,3, FENG GeFei1,2,3, MA XiaoHu1,2,4 & YANG YiMing1,2,3 1Institute of Linguistics, Xuzhou Normal university, Xuzhou 221009, china 2Jiangsu College key Lab of Linguistic Sciences and Neuro-cognition Engineering, Xuzhou Normal university, Xuzhou 221009, china 3Linguistic Science College, Xuzhou Normal university, Xuzhou 221009, china 4School of computer Science and technology, soochow university, suzhou 215006, china 1. Institute of Linguistics Xuzhou Normal University Xuzhou 221009 China2. Jiangsu College Key Lab of Linguistic Sciences and Neuro-cognition Engineering Xuzhou Normal University Xuzhou 221009 China3. Linguistic Science College Xuzhou Normal University Xuzhou 221009 China4. School of Computer Science and Technology Soochow University Suzhou 215006 China

A scheme for character restoration of Jiagu rubbings based on Poisson distribution and fractal geometry is proposed in this paper. The distribution characteristics of the connected regions on Jiagu rubbings is analyzed, and all the connected regions are recognized according to differences between these and their mathematical expectations. Regions are recognized as noise regions and filled if the differences are negative, while stroke regions are reserved. The attributes of the character image edges on Jiagu rubbings are also analyzed. The fractal dimensions of the character edge of Jiagu rubbings are calculated by means of statistics. The feature points are obtained using the cosine of the angle between the two vectors of the point and the consecutive two points. Different compression transformations with weighted coordinates are performed on different strokes and segments of the characters so as to smoothen the character edge of Jiagu rubbings images. Experimental results show that our scheme could successfully clear noise regions and polish the character edge of Jiagu rubbings.

关键词： Jiagu rubbings Poisson distribution fractal geometry fractal dimension compression transformation character restoration

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基于最短划分距离的网络流量决策树分类方法

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通信学报 2012年第3期33卷 90-102页

作者：杨哲李领治纪其进朱艳琴苏州大学计算机科学与技术学院江苏苏州215006 江苏省计算机信息处理技术重点实验室江苏苏州215006

对不同类别的应用数据流,根据其在最初若干分组中进行握手和参数协商的差异性,通过通信模式、载荷长度以及信息熵等特征,采用基于最短划分距离的方法构建决策树模型,对其进行流量分类。经过在4个不同类型的真实网络数据集上的离线分类实... 详细信息

对不同类别的应用数据流,根据其在最初若干分组中进行握手和参数协商的差异性,通过通信模式、载荷长度以及信息熵等特征,采用基于最短划分距离的方法构建决策树模型,对其进行流量分类。经过在4个不同类型的真实网络数据集上的离线分类实验,以及在校园网环境中的在线流量分类实验。结果表明该模型对8种常见协议的网络流量,分析其前4到6个分组的特征,能够在分类准确性和系统开销上取得较好的效果。与其他机器学习算法相比,该模型构建的决策树规模较小,分类时间较短,适合于实时流量分类问题。

关键词：流量分类双向流最短划分距离决策树

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Image Hiding Algorithm in Discrete Cosine Transform Domain Based on Grey Prediction and Grey Relational Analysis

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china Communications 2013年第7期10卷 57-70页

作者：黄海平黄世超陈九天王汝传 College of computer Nanjing University of Posts and Telecommunications Jiangsu High technology Research key laboratory for Wireless Sensor Networks key laboratory of Broadband Wireless Communication and Sensor Network technology of Ministry of Education Nanjing University of Posts and Telecommunications Jiangsu provincial key laboratory for computer information processing technology Soochow University

Traditional information hiding algorithms cannot maintain a good balance of capacity,invisibility and *** this paper,a novel blind colour image information hiding algorithm based on grey prediction and grey relational analysis in the Discrete Cosine Transform(DCT) domain is ***,this algorithm compresses the secret image losslessly based on the improved grey prediction GM(1,1)(IGM) *** then chooses the blocks of rich texture in the cover image as the embedding regions using Double-dimension Grey Relational Analysis(DGRA).Finally,it adaptively embeds the compressed secret bits stream into the DCT domain mid-frequency coefficients,which are decided by those blocks' Double-Dimension Grey Correlation Degree(DGCD) and Human Visual System(HVS).This method can ensure an adequate balance between invisibility,capacity and *** results show that the proposed algorithm is robust against JPEG compression(46.724 6 dB when the compression quality factor is 90%),Gaussian noise(45.531 3 dB when the parameter is(0,0.000 5)) etc.,and it is a blind information hiding algorithm that can be extracted without an original carrier.

关键词： image information hiding IGM DGRA blind information hiding DCT

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A Simplified Database-Oriented Web Framework

A Simplified Database-Oriented Web Framework

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The First Conference on Web information System and Applications

作者： ZHU Qiao-ming, ZHAO Lei, QIAN Pei-deSchool of computer Science and technology, Soo-chow university, suzhou 215006, Jiangsu , china key laboratory of computer information processing New technology of Jiangsu Province, suzhou 215006, Jiangsu, china

＜正＞ The paper firstly analyses disadvantages in the traditional Web database systems. And then it puts forward a simplified framework called database-oriented Web framework （DOWF）. In this framework, the pages and the data are all managed by database system. In order to get keywords or search a special page, which the users accessed before, users access the static pages by common script procedure （CSP）, and access the dynamic pages by functional script procedure （ FSP） and CSP. The article expounds the method how to implement DOWF in details. The paper also analyses the mechanism of a DOWF site by implementing a prototype system. At last, the article gives the features of DOWS in search, in security, in reuse of pages and in offline waiting, etc.

关键词： database-oriented Web framework common script procedure (CSP) functional script procedure (FSP)

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语义集成中的不确定性本体映射模型

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计算机工程与应用 2009年第28期45卷 140-144页

作者：黄黎方巍崔志明江苏省计算机信息处理技术重点实验室江苏苏州215006 苏州大学智能信息处理及应用研究所江苏苏州215006

语义Web的高速发展使其具有动态性和异构性特征,解决语义信息的异构性问题成为实现信息集成的关键。本体作为一种语义Web的知识表示形式,增强了Web的语义信息。因此,为了解决语义异构性,实现数据间的互操作,必须建立异构本体间的映射关... 详细信息

语义Web的高速发展使其具有动态性和异构性特征,解决语义信息的异构性问题成为实现信息集成的关键。本体作为一种语义Web的知识表示形式,增强了Web的语义信息。因此,为了解决语义异构性,实现数据间的互操作,必须建立异构本体间的映射关系。然而,为庞大的异构本体建立完全精确的本体映射是不现实的,本体映射中存在一定的不确定性。提出了一种新型的本体映射框架——语义集成中的不确定性本体映射。从不同方面研究本体特征,集合了多种映射策略,并引入了各映射策略中不确定性匹配的解决方案。实验证明,该方法具有可靠的实验性能,并且具有很好的通用性和可扩展性。

关键词：语义Web 本体集成本体映射不确定性匹配

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