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2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)最新文献

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Assessing college English teaching based on grey relational analysis 基于灰色关联分析的大学英语教学评价
2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD) Pub Date : 2013-07-23 DOI: 10.1109/FSKD.2013.6816189
Yahong Li, Ting She
{"title":"Assessing college English teaching based on grey relational analysis","authors":"Yahong Li, Ting She","doi":"10.1109/FSKD.2013.6816189","DOIUrl":"https://doi.org/10.1109/FSKD.2013.6816189","url":null,"abstract":"With the constant deep reform of our country's educational system, the teaching quality evaluation has become an important links for the scientific teaching administration and the improvement of teaching quality. College English, an integral part of higher learning, is a required basic course for undergraduate students. As a part of English teaching, the English teaching evaluation is increasingly accepted and wildly applied as one of the means to ensure and promote the improvement of the quality of college English teaching. Based on the analysis of various kinds of related methods, this paper puts forward a model for English teaching assessment based on grey relational analysis. To overcome the problems of weights allocation and determination which exists on the mould of traditional grey relation analysis, a weighted grey relation analysis method was modified to solve the problems. The criteria weight obtained by applying analytical hierarchy process approach, and the grey relational analysis approach used to get the measure of college English teaching assessment are highly logical, practical and systemic. Theoretical and experimental results show that the model is effective and is also suitable for English teaching quality assessment in higher education.","PeriodicalId":368964,"journal":{"name":"2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-07-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127446745","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Human activity recognition based on silhouette analysis using Local Binary Patterns 基于局部二值模式剪影分析的人体活动识别
2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD) Pub Date : 2013-07-23 DOI: 10.1109/FSKD.2013.6816327
Han Su, Jiayun Zou, Wenjie Wang
{"title":"Human activity recognition based on silhouette analysis using Local Binary Patterns","authors":"Han Su, Jiayun Zou, Wenjie Wang","doi":"10.1109/FSKD.2013.6816327","DOIUrl":"https://doi.org/10.1109/FSKD.2013.6816327","url":null,"abstract":"In this paper, we present a novel method for activity analysis in outdoor environment. Difficulties, such as low resolution, shadows, long distances, and segmentation problems, usually exist in outdoor environment. To deal with these difficulties, the activity width sequence image which maintains 3D features using 2D representation is exploited to represent the silhouette structure information of each frame and dynamic properties of activity. The activity width vectors are converted to the gray value successively according to the order in activity sequence and the gray image is formed in spatio-temporal space. We regard the activity width sequence image as the texture and choose Local Binary Patterns which is a powerful texture extraction operator to analyze the spatio-temporal pattern. The method is simple and effective. We test our method based on the outdoor database and the results are encouraging.","PeriodicalId":368964,"journal":{"name":"2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)","volume":"124 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-07-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122577058","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Structural fusion of heterogeneous visual-auditory features for multimedia analysis 多媒体分析中异构视觉听觉特征的结构融合
2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD) Pub Date : 2013-07-23 DOI: 10.1109/FSKD.2013.6816307
Hong Zhang, Ji-kang Nie, Li Chen
{"title":"Structural fusion of heterogeneous visual-auditory features for multimedia analysis","authors":"Hong Zhang, Ji-kang Nie, Li Chen","doi":"10.1109/FSKD.2013.6816307","DOIUrl":"https://doi.org/10.1109/FSKD.2013.6816307","url":null,"abstract":"It is interesting and challenging to learn underlying semantics from multimodal data of different modalities, which carry their own contribution to high-level semantics. However, multimodal data are usually represented with heterogeneous features. It is difficult to learn a semantic subspace where multimodal correlation is learned and preserved. In this paper, we analyze sparse canonical correlation for multimodal data in heterogeneous feature dimension reduction; moreover, we propose subspace optimization strategy with structural multi-feature fusion, which fuse structural content correlation learning result and graph-based semantic correlation learning result into an objective function. Our algorithm has been applied to content based multimedia applications, including image classification and multimedia retrieval. Comprehensive experiments have demonstrated the superiority of our method over several existing algorithms.","PeriodicalId":368964,"journal":{"name":"2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)","volume":"23 3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-07-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123556599","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Clustering high dimensional data streams based on N-most interesting itemsets mining 基于n个最感兴趣项集挖掘的高维数据流聚类
2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD) Pub Date : 2013-07-23 DOI: 10.1109/FSKD.2013.6816232
F. Ao, Jing Du, Jingyi Yu, Fuzhi Wang, Qiong Wang
{"title":"Clustering high dimensional data streams based on N-most interesting itemsets mining","authors":"F. Ao, Jing Du, Jingyi Yu, Fuzhi Wang, Qiong Wang","doi":"10.1109/FSKD.2013.6816232","DOIUrl":"https://doi.org/10.1109/FSKD.2013.6816232","url":null,"abstract":"The key for clustering high dimensional data streams is finding dense units. Traditional methods apply frequent itemsets mining for finding dense units. Since these methods are not able to differentiate the density of units in subspaces with different dimensions, it is not in favor of finding dense units in the sparse subspace or the higher-dimension subspace. In this paper, we propose an algorithm, called CBNI (Clustering high dimensional data streams Based on N-most interesting Itemsets), which finds dense units based on N-most interesting itemsets mining and can solve this problem. The experimental results show that the CBNI algorithm performs better in terms of the scalability with dimensionality, the scalability with the number of points in dataset, and the cluster purity.","PeriodicalId":368964,"journal":{"name":"2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)","volume":"68 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-07-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121085912","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
A user preference-based top-K ranking approach for XML query results 基于用户偏好的XML查询结果top-K排序方法
2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD) Pub Date : 2013-07-23 DOI: 10.1109/FSKD.2013.6816311
Xiaoyan Zhang, Xiangfu Meng
{"title":"A user preference-based top-K ranking approach for XML query results","authors":"Xiaoyan Zhang, Xiangfu Meng","doi":"10.1109/FSKD.2013.6816311","DOIUrl":"https://doi.org/10.1109/FSKD.2013.6816311","url":null,"abstract":"Queries against the large size XML database are often exploratory and users often find their queries return too many answers, this paper proposed a user preference-based top-k ranking approach to deal with this “information overload” problem. We first presented a user preference model which can embody both the partial relations and the interest degree of preferences. And then, the elements orders of XML database are created by considering the user preferences and consequently the representative orders are computed by using the clustering algorithm during the offline step. Finally, based on representative orders selected in the offline time, the the Top-k result elements are selected by using TA algorithm during the online processing step. The efficiency and effectiveness are demonstrated by the experiments.","PeriodicalId":368964,"journal":{"name":"2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)","volume":"162 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-07-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121030092","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Contextual information for image retrieval systems 图像检索系统的上下文信息
2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD) Pub Date : 2013-07-23 DOI: 10.1109/FSKD.2013.6816315
Chee Sheen Chan, A. Johar, Jer Lang Hong
{"title":"Contextual information for image retrieval systems","authors":"Chee Sheen Chan, A. Johar, Jer Lang Hong","doi":"10.1109/FSKD.2013.6816315","DOIUrl":"https://doi.org/10.1109/FSKD.2013.6816315","url":null,"abstract":"Images in web come with valuable contextual information, which is useful for indexing and retrieval systems. However, there is no current acceptable standard which define the boundary and region where this information is located. In this paper, we discuss the state of the art image retrieval systems and address the current problem with these systems. We then formulate a hypothesis that contextual information can be found within the region nearby the images and we conduct a user study to validate our approach.","PeriodicalId":368964,"journal":{"name":"2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)","volume":"70 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-07-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131652946","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Convergence of generalized fuzzy bidirectional associative memory neural networks with thresholds 具有阈值的广义模糊双向联想记忆神经网络的收敛性
2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD) Pub Date : 2013-07-23 DOI: 10.1109/FSKD.2013.6816164
Guiying Chen, Linshan Wang
{"title":"Convergence of generalized fuzzy bidirectional associative memory neural networks with thresholds","authors":"Guiying Chen, Linshan Wang","doi":"10.1109/FSKD.2013.6816164","DOIUrl":"https://doi.org/10.1109/FSKD.2013.6816164","url":null,"abstract":"Based on the fuzzy operator “ν” and a t-norm T, a generalized dynamical model named the fuzzy bidirectional associative memory neural networks (ν -T FBAMs) with thresholds is set up. It shows that every equilibrium of the system is Lyapunov stable if T satisfies Lipschitz condition. It is proved that the existence of the indices of the matrix U, which is the product of the system connection fuzzy matrices, is sufficient condition for the system to be strongly convergent, and the convergence in finite steps of U is sufficient condition for the system to be strongly stable in finite steps. Also we give some stable states and equilibriums of the system by the standard eigenvectors of U.","PeriodicalId":368964,"journal":{"name":"2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-07-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133987544","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Switched control of type-2 polynomial discrete fuzzy systems based on SOS 基于SOS的2型多项式离散模糊系统切换控制
2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD) Pub Date : 2013-07-23 DOI: 10.1109/FSKD.2013.6816176
Tiechao Wang, J. Yi, Ding Wang
{"title":"Switched control of type-2 polynomial discrete fuzzy systems based on SOS","authors":"Tiechao Wang, J. Yi, Ding Wang","doi":"10.1109/FSKD.2013.6816176","DOIUrl":"https://doi.org/10.1109/FSKD.2013.6816176","url":null,"abstract":"This paper presents a switched stabilization method of discrete interval type-2 fuzzy systems via sum-of-squares (SOS). Based on polynomial Lyapunov functions, we derive stabilization conditions to design stable polynomial interval type-2 fuzzy switched controllers. The stabilization conditions are represented in terms of SOS, and the controllers are numerically (partially symbolically) solved via the recent developed SOSTOOLS. In addition, polynomial discrete fuzzy systems and controllers are the generalization of discrete Takagi-Sugeno (T-S) fuzzy systems and controllers. A numerical simulation example is provided to illustrate the validity of the control method.","PeriodicalId":368964,"journal":{"name":"2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-07-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134325564","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A novel framework for validating dynamic web applications 一个用于验证动态web应用程序的新框架
2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD) Pub Date : 2013-07-23 DOI: 10.1109/FSKD.2013.6816309
Chee Sheen Chan, Jer Lang Hong
{"title":"A novel framework for validating dynamic web applications","authors":"Chee Sheen Chan, Jer Lang Hong","doi":"10.1109/FSKD.2013.6816309","DOIUrl":"https://doi.org/10.1109/FSKD.2013.6816309","url":null,"abstract":"World Wide Web contains an abundant amount of websites which are deemed invalid as they do not adhere to the HTML standards defined under W3C. Websites which are not well-formed may cause performance degradation for some applications and poses compatibility issues with some browsers. Furthermore, it is harder to render a non well formed webpage using state of the art web browsers. Therefore, a wide spectrum of HTML document validation tools are developed to validate HTML pages. However, these tools are able to validate only static based HTML pages, which is a drawback as it is not catered for current state of the art dynamic server side generated pages. To resolve this issue, we propose a novel framework for validating dynamic web applications. In our framework, we develop set of heuristic rules considering the various languages syntax and operation for well known server side languages such as PHP, Java EE, and ASP.NET. Our proposed framework is able to robustly validate dynamic based HTML pages with high efficiency.","PeriodicalId":368964,"journal":{"name":"2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-07-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129786144","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
A study on 3D model based knowledge 基于知识的三维模型研究
2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD) Pub Date : 2013-07-23 DOI: 10.1109/FSKD.2013.6816248
Jihong Liu, Zhenjie Zhao
{"title":"A study on 3D model based knowledge","authors":"Jihong Liu, Zhenjie Zhao","doi":"10.1109/FSKD.2013.6816248","DOIUrl":"https://doi.org/10.1109/FSKD.2013.6816248","url":null,"abstract":"Because the 3D model is closer to the real product, 3D Model-based design not only speeds up the product design process, but also improves the readability of product information. 3D Model-based Design will be a trend of the development. It is necessary to add all kinds of product information, including design knowledge, into 3D models to enrich 3D models. In this paper we give the background of 3D model based knowledge engineering, the definition and categories of 3D model knowledge, technologies which will be used, and a technical architecture.","PeriodicalId":368964,"journal":{"name":"2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2013-07-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131350734","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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