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2012 International Conference on Machine Learning and Cybernetics最新文献

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Adaptive learning based fault tolerant control for uncertain nonlinear systems 基于自适应学习的不确定非线性系统容错控制
2012 International Conference on Machine Learning and Cybernetics Pub Date : 2012-07-15 DOI: 10.1109/ICMLC.2012.6359573
Qinmin Yang, Bingnan Liu, Zhiwen Yu
{"title":"Adaptive learning based fault tolerant control for uncertain nonlinear systems","authors":"Qinmin Yang, Bingnan Liu, Zhiwen Yu","doi":"10.1109/ICMLC.2012.6359573","DOIUrl":"https://doi.org/10.1109/ICMLC.2012.6359573","url":null,"abstract":"This paper introduces a fault tolerant controller design for nonlinear unknown systems with multiple actuators and bounded disturbance. The controller consists of an adaptive learning-based control law and a switching function mechanism. The adaptive control law is implemented by a two-layer neural network and the switching function is designed to automatically search for the correct switching vector to turn off the unknown faulty actuator if there is any. The stability of the system output under the occurrence of actuator failure is proved through standard Lyapunov approach, while the other signals are guaranteed to be bounded. The theoretical result is substantiated by a simulation example with a continuous stirred tank reactor.","PeriodicalId":128006,"journal":{"name":"2012 International Conference on Machine Learning and Cybernetics","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131107709","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 stack-based Markov model in web page navigability measure 基于堆栈的马尔可夫模型在网页可导航性度量中的应用
2012 International Conference on Machine Learning and Cybernetics Pub Date : 2012-07-15 DOI: 10.1109/ICMLC.2012.6359639
Cheng-Tzu Wang, Chih-Chung Lo, An-Pang Chang, Sheng-Kai Pan
{"title":"A stack-based Markov model in web page navigability measure","authors":"Cheng-Tzu Wang, Chih-Chung Lo, An-Pang Chang, Sheng-Kai Pan","doi":"10.1109/ICMLC.2012.6359639","DOIUrl":"https://doi.org/10.1109/ICMLC.2012.6359639","url":null,"abstract":"Usability is critical to the success of a website and good navigability enhances the usability. Hence the navigability is the most important issue in designing websites. Many navigability measures have been proposed with different aspects. Applying information theory, a stack-based Markov model is proposed to represent the structure of a website and to include more surfing behavior. The dynamic users' log data is used to evaluate navigability of a web page. The entropy ratio is proposed to represent the navigability of web pages. Experimental results show the relation between entropy ratio and characteristic of a web page is quit close. Applying the entropy ratio of a web page, the web page can be recognized as a type of page which is good or not.","PeriodicalId":128006,"journal":{"name":"2012 International Conference on Machine Learning and Cybernetics","volume":"298 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131639562","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: 3
Method of tags recommendation for blogs: A comparative study 博客标签推荐方法的比较研究
2012 International Conference on Machine Learning and Cybernetics Pub Date : 2012-07-15 DOI: 10.1109/ICMLC.2012.6359689
Li-Juan Tang, Cheng-Zhi Zhang
{"title":"Method of tags recommendation for blogs: A comparative study","authors":"Li-Juan Tang, Cheng-Zhi Zhang","doi":"10.1109/ICMLC.2012.6359689","DOIUrl":"https://doi.org/10.1109/ICMLC.2012.6359689","url":null,"abstract":"Tags are products of Web 2.0. They play an important role in user modeling, friends or information recommendation. In this paper, keywords from blogs are extracted by using TextRank and TF*IDF algorithms respectively. The keywords are used to tag recommendation. Experiment results show that the performance of these two algorithms is very closely.","PeriodicalId":128006,"journal":{"name":"2012 International Conference on Machine Learning and Cybernetics","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116531281","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 deformed Jarratt's method for solving non-linear equation in Banach space 求解Banach空间非线性方程的一种变形Jarratt方法
2012 International Conference on Machine Learning and Cybernetics Pub Date : 2012-07-15 DOI: 10.1109/ICMLC.2012.6359592
Xufeng Shang, Yubo Yuan
{"title":"A deformed Jarratt's method for solving non-linear equation in Banach space","authors":"Xufeng Shang, Yubo Yuan","doi":"10.1109/ICMLC.2012.6359592","DOIUrl":"https://doi.org/10.1109/ICMLC.2012.6359592","url":null,"abstract":"In this paper, a deformed Jarratt's iteration without the inverse of the derivative is presented firstly and the convergence theorem of this method is established by using majoring functions. The new method does not required the evaluation of the inverse of derivative, and it achieves the fourth order. Finally, illustrative examples are included to demonstrate the validity and applicability of the technique.","PeriodicalId":128006,"journal":{"name":"2012 International Conference on Machine Learning and Cybernetics","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133655957","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
Axiomatic approaches of fuzzy concept operators 模糊概念算子的公理化方法
2012 International Conference on Machine Learning and Cybernetics Pub Date : 2012-07-15 DOI: 10.1109/ICMLC.2012.6358920
Xiaoxue Song, Xia Wang, Wenxiu Zhang
{"title":"Axiomatic approaches of fuzzy concept operators","authors":"Xiaoxue Song, Xia Wang, Wenxiu Zhang","doi":"10.1109/ICMLC.2012.6358920","DOIUrl":"https://doi.org/10.1109/ICMLC.2012.6358920","url":null,"abstract":"In formal concept analysis, various fuzzy generalizations of formal concepts have been made. The fuzzy concept operators defined under the condition that the truth values (degrees) coming from a complete residuated lattice satisfy many interesting properties. Conversely, fuzzy concept operators can be characterized in terms of their properties. In this paper, the axiomatic approaches in the theory of fuzzy formal concept analysis based on a complete residuated lattice are presented. In the axiomatic approach, the fuzzy conceptual knowledge system is defined, and axiom sets satisfied by the fuzzy conceptual knowledge system are stated. It is proved that axioms of the fuzzy conceptual knowledge system guarantee the existence of certain types of binary fuzzy relations producing the same fuzzy formal concepts. The independence of axiom sets characterizing the fuzzy conceptual knowledge system is examined.","PeriodicalId":128006,"journal":{"name":"2012 International Conference on Machine Learning and Cybernetics","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131870471","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
Social network analysis in environmental management of paraxyleneproject 对二甲苯项目环境管理中的社会网络分析
2012 International Conference on Machine Learning and Cybernetics Pub Date : 2012-07-15 DOI: 10.1109/ICMLC.2012.6359000
M. Song
{"title":"Social network analysis in environmental management of paraxyleneproject","authors":"M. Song","doi":"10.1109/ICMLC.2012.6359000","DOIUrl":"https://doi.org/10.1109/ICMLC.2012.6359000","url":null,"abstract":"The public participation mechanism has been widely introduced to environmental management, which is an important topic in the filed of petrochemical projects. Particularly, the choice of participants is a very important issue for public participation. In this paper, we propose a new strategy to solve the problem of choosing public participants in the environmental management of petrochemical projects from the perspective of social network analysis. Moreover, by analyzing the case of Dalian PX project, the result proves that our proposed method is feasible and effective.","PeriodicalId":128006,"journal":{"name":"2012 International Conference on Machine Learning and Cybernetics","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132129713","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
The application of GA-based PID parameter optimization for the control of superheated steam temperature 基于遗传算法的PID参数优化在过热蒸汽温度控制中的应用
2012 International Conference on Machine Learning and Cybernetics Pub Date : 2012-07-15 DOI: 10.1109/ICMLC.2012.6359461
Wang Jingi, Xuejin Yang, Chen Lei
{"title":"The application of GA-based PID parameter optimization for the control of superheated steam temperature","authors":"Wang Jingi, Xuejin Yang, Chen Lei","doi":"10.1109/ICMLC.2012.6359461","DOIUrl":"https://doi.org/10.1109/ICMLC.2012.6359461","url":null,"abstract":"Aiming at the characteristics as time-delay, large inertia of superheated steam temperature in the power plants, an optimal PID controller which takes the overshoot, rise time and setting time of the system as the performance indicators have been proposed. The PID parameters were optimized by the means of the genetic algorithm with real number encoding. Finally, a group of optimal PID parameters were obtained. Simulation results indicate the GA-Based PID controller in this paper still has the ability of self-learning and adaptive even the controlled object is greatly changed. The controller can acquire an ideal control effect with shorter dynamic transition time, smaller overshoot and oscillation when the controlled object is changing.","PeriodicalId":128006,"journal":{"name":"2012 International Conference on Machine Learning and Cybernetics","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134206001","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: 8
Intelligent document processing system for conference article 会议文章智能文件处理系统
2012 International Conference on Machine Learning and Cybernetics Pub Date : 2012-07-15 DOI: 10.1109/ICMLC.2012.6359665
Chun-Ming Tsai
{"title":"Intelligent document processing system for conference article","authors":"Chun-Ming Tsai","doi":"10.1109/ICMLC.2012.6359665","DOIUrl":"https://doi.org/10.1109/ICMLC.2012.6359665","url":null,"abstract":"The conventional document processing systems include document analysis (DA), document classification, and document understanding. These systems are step by step. If the results in the previous step are improper, the current step will produce improper results. Furthermore, the binarization methods in DA to threshold an A4-sized color image are inefficient because they scan the entire image at least once. The block segmentation methods in DA to segment an A4-sized binary image are inefficient since they scan the entire image at least twice. The layout analysis methods in DA are also inefficient. They use global and local analysis and scan the entire image at least once. In this article, an intelligent, efficient, and effective document processing system is proposed to solve the abovementioned problems. The proposed method includes document binarization and mixed-based layout analysis. The binarization method only scans the border image. The mixed-based layout analysis mixed uses block segmentation and classification. The block segmentation only scans the background image. The block classification uses background gap and writing format to classify blocks. Experimental results show that the performance of the proposed method is better than FineReader 11.0 in visual measurement.","PeriodicalId":128006,"journal":{"name":"2012 International Conference on Machine Learning and Cybernetics","volume":"46 3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115078871","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 framework of fuzzy constraint-directed agent negotiation with learning element 一种带有学习元素的模糊约束导向智能体协商框架
2012 International Conference on Machine Learning and Cybernetics Pub Date : 2012-07-15 DOI: 10.1109/ICMLC.2012.6359603
Ting-Jung Yu, K. R. Lai
{"title":"A framework of fuzzy constraint-directed agent negotiation with learning element","authors":"Ting-Jung Yu, K. R. Lai","doi":"10.1109/ICMLC.2012.6359603","DOIUrl":"https://doi.org/10.1109/ICMLC.2012.6359603","url":null,"abstract":"This paper presents a framework of fuzzy constraint- directed agent negotiation with learning element to improve the quality of negotiation. The learning element involves: 1) fuzzy probability constraint for regularizing the opponent's behavior to decrease the noisy beliefs about the opponent, 2) instance matching method for reusing the prior opponent knowledge to infer the similar feasible actions from similar situations, and 3) the proposed adaptive interaction for specifying the appropriate tradeoff among feasible proposals to reach an agent's local or global goal.","PeriodicalId":128006,"journal":{"name":"2012 International Conference on Machine Learning and Cybernetics","volume":"110 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115226497","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
Palmprint recognition using Palm-line direction field texture feature 基于掌纹线方向场纹理特征的掌纹识别
2012 International Conference on Machine Learning and Cybernetics Pub Date : 2012-07-15 DOI: 10.1109/ICMLC.2012.6359513
Yan-Xia Wang, Guangling Sun
{"title":"Palmprint recognition using Palm-line direction field texture feature","authors":"Yan-Xia Wang, Guangling Sun","doi":"10.1109/ICMLC.2012.6359513","DOIUrl":"https://doi.org/10.1109/ICMLC.2012.6359513","url":null,"abstract":"Compared with the Palm line structure features, extraction and description of palm print texture features are easier. But, with the increase in the number of palmprint samples, these features are not powerful enough. In order to solve the problem, the paper proposes a new approach to enhance the distinguishing capability of texture features for palm print recognition. It uses classical results on Riemannian geometry to obtain the information of palm lines and construct direction fields of palm lines. The direction fields become a part of the textures of the palmprint image to enhance the distinguishing capability of texture features. Finally, the dual-tree complex wavelet transform-based local binary pattern weighted histogram method (DT -CWT based LBPWH) is used to extract enhanced texture features. The experimental results validate the effectiveness of the method.","PeriodicalId":128006,"journal":{"name":"2012 International Conference on Machine Learning and Cybernetics","volume":"71 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114293857","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: 7
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