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2011 International Conference on Machine Learning and Cybernetics最新文献

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Concept lattice construction about many-valued contexts 关于多值上下文的概念格构造
2011 International Conference on Machine Learning and Cybernetics Pub Date : 2011-07-10 DOI: 10.1109/ICMLC.2011.6016910
Jianjun Qi, Ling Wei, Hui-Yan Hong
{"title":"Concept lattice construction about many-valued contexts","authors":"Jianjun Qi, Ling Wei, Hui-Yan Hong","doi":"10.1109/ICMLC.2011.6016910","DOIUrl":"https://doi.org/10.1109/ICMLC.2011.6016910","url":null,"abstract":"The concept lattice construction of many-valued contexts is an important issue in the theory of concept lattices. Inspired by the idea of combined concept lattices, this paper gives an approach to construct the concept lattice of a many-valued context. The many-valued context can be firstly transformed to many formal contexts according to the number of attributes. Then, a Galois connection is established to obtain a concept lattice, which can be considered as the lattice of the many-valued context. Finally, we show that the lattice obtained by such method is a subset of the lattice of combined context of those formal contexts.","PeriodicalId":228516,"journal":{"name":"2011 International Conference on Machine Learning and Cybernetics","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114868116","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
Comparison study on flow fields in vortex flow sensors with circular cylinder and trapezoidal cylinder bluff bodies 圆柱与梯形圆柱钝体涡流传感器流场的比较研究
2011 International Conference on Machine Learning and Cybernetics Pub Date : 2011-07-10 DOI: 10.1109/ICMLC.2011.6016852
Dandan Zheng, Zhang Tao
{"title":"Comparison study on flow fields in vortex flow sensors with circular cylinder and trapezoidal cylinder bluff bodies","authors":"Dandan Zheng, Zhang Tao","doi":"10.1109/ICMLC.2011.6016852","DOIUrl":"https://doi.org/10.1109/ICMLC.2011.6016852","url":null,"abstract":"The flow fields in vortex flow sensors with circular cylinder and trapezoidal cylinder bluff bodies are investigated respectively. Then the characteristics of two flow fields are compared by numerical simulations while the mechanism of vortex shedding is analyzed in detail. Finally, the reason, which leads to different vortex shedding frequency and effects the relationship between Reynolds number and Strouhal number, has been specified as the size of wake flow region behind bluff body where the vortex generated.","PeriodicalId":228516,"journal":{"name":"2011 International Conference on Machine Learning and Cybernetics","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130134355","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: 5
An fuzzy forecasting algorithm for short term electricity loads based on partial clustering 基于部分聚类的短期电力负荷模糊预测算法
2011 International Conference on Machine Learning and Cybernetics Pub Date : 2011-07-10 DOI: 10.1109/ICMLC.2011.6017031
Yundong Gu, Jin-Zeng Cheng, Zi-Yi Wang
{"title":"An fuzzy forecasting algorithm for short term electricity loads based on partial clustering","authors":"Yundong Gu, Jin-Zeng Cheng, Zi-Yi Wang","doi":"10.1109/ICMLC.2011.6017031","DOIUrl":"https://doi.org/10.1109/ICMLC.2011.6017031","url":null,"abstract":"A short-term load forecasting method using fuzzy inference based on partial clustering has been proposed. In this forecasting system, local feature selection is first used to find the proper feature subset for regional load forecasting. Then, the typical regional load patterns are obtained by partial feature clustering. Lastly, independent regional load forecasting models are established by using fuzzy inference based on these local typical load patterns. The performance of this method is proved to be satisfactory by a case study in Jiangning city of China.","PeriodicalId":228516,"journal":{"name":"2011 International Conference on Machine Learning and Cybernetics","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131885399","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
Analysis of switching surge characteristics of 345kV GIS and their affections assessments 345kV GIS开关浪涌特性分析及其影响评价
2011 International Conference on Machine Learning and Cybernetics Pub Date : 2011-07-10 DOI: 10.1109/ICMLC.2011.6016899
Feng-Zih Wu, Li-Ming Chen, Chih-Ju Chou, Ying Lu
{"title":"Analysis of switching surge characteristics of 345kV GIS and their affections assessments","authors":"Feng-Zih Wu, Li-Ming Chen, Chih-Ju Chou, Ying Lu","doi":"10.1109/ICMLC.2011.6016899","DOIUrl":"https://doi.org/10.1109/ICMLC.2011.6016899","url":null,"abstract":"345kV gas-insulated switchgear (GIS) has been widely used in large power plants and substations. Since the buses of the GIS are the merging points of the power lines, with the large capacitance between its inner buses and casing interacting with the inductance of the main transformer, switching operations may generate large voltage and current surges and following-up residual voltages which will adversely affect the internal components of the GIS such as the potential transformer. This paper first applies the Electromagnetic Transients Program/Alternative Transients Program (EMTP / ATP) to construct the model of GIS and then analyzes the voltage and current surges caused by switching operations. The analysis includes both common and special switching operations, as well as synchronous and asynchronous three-phase switching operations. Finally, suggestions are made for future improvement strategies based on the analysis and evaluation on the effects of the switching surges of the GIS.","PeriodicalId":228516,"journal":{"name":"2011 International Conference on Machine Learning and Cybernetics","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130894644","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 research on quality evaluation of lexical cohesion based on Sugeno measure 基于Sugeno测度的词汇衔接质量评价研究
2011 International Conference on Machine Learning and Cybernetics Pub Date : 2011-07-10 DOI: 10.1109/ICMLC.2011.6016731
Wei-Xuan Shi, Ying Gao
{"title":"A research on quality evaluation of lexical cohesion based on Sugeno measure","authors":"Wei-Xuan Shi, Ying Gao","doi":"10.1109/ICMLC.2011.6016731","DOIUrl":"https://doi.org/10.1109/ICMLC.2011.6016731","url":null,"abstract":"In light of the six lexical cohesive ties that do not necessarily satisfy the additive situation, a new method is proposed to evaluate lexical cohesion based on Sugeno measure. The evaluation indexes are classified anew and weight parameters are given by experts. Then Sugeno measure is applied to integrate them. The experimental results show that the integrated results are significantly correlated with teachers' scoring of the compositions, which indicates the effective and comprehensive quality evaluation of lexical cohesion in English writing.","PeriodicalId":228516,"journal":{"name":"2011 International Conference on Machine Learning and Cybernetics","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131257638","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
The computing method for core attributes based on decision tree 基于决策树的核心属性计算方法
2011 International Conference on Machine Learning and Cybernetics Pub Date : 2011-07-10 DOI: 10.1109/ICMLC.2011.6016718
Zhan-Jing Wang, Hong-Ze Yin, Fachao Li
{"title":"The computing method for core attributes based on decision tree","authors":"Zhan-Jing Wang, Hong-Ze Yin, Fachao Li","doi":"10.1109/ICMLC.2011.6016718","DOIUrl":"https://doi.org/10.1109/ICMLC.2011.6016718","url":null,"abstract":"In order to solve the problem of computing the core of consistent information system, based on the full analysis of rough set theory and decision tree method, we introduce the concept of the core samples and put forward a method of computing core attributes. It is proved that this method is effective combined with specific instance. Results show that the core computing method based on the decision tree has good operability and interpretability and this method can effectively calculate the core attributes of the information system.","PeriodicalId":228516,"journal":{"name":"2011 International Conference on Machine Learning and Cybernetics","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132149671","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
Voltage reactive power control based on Pub/Sub for DFIG wind farm 基于Pub/Sub的DFIG风电场电压无功控制
2011 International Conference on Machine Learning and Cybernetics Pub Date : 2011-07-10 DOI: 10.1109/ICMLC.2011.6016860
Ling-Ling Qiao, Guo-rui Ji, Zhi-Gang Tian
{"title":"Voltage reactive power control based on Pub/Sub for DFIG wind farm","authors":"Ling-Ling Qiao, Guo-rui Ji, Zhi-Gang Tian","doi":"10.1109/ICMLC.2011.6016860","DOIUrl":"https://doi.org/10.1109/ICMLC.2011.6016860","url":null,"abstract":"Point of common coupling voltage control in large wind farm is a big impact on the Grid, especially under low-connectivity environments. Publish subscribe technology is asynchronous, loosely coupling, and multi-to-multi communication, adapted to large scale distributed real-time control of the communications needs of the wind farm. This paper proposed a publish / subscribe-based real time reactive power control of transmission method. It is well used to supply the control board in the town of wind, reducing the time delay of control loops. Simulation results show that the method further improves the quality of the point of common coupling voltage control in large wind farms.","PeriodicalId":228516,"journal":{"name":"2011 International Conference on Machine Learning and Cybernetics","volume":"39 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131320155","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
Intuitionistic fuzzy random variables 直觉模糊随机变量
2011 International Conference on Machine Learning and Cybernetics Pub Date : 2011-07-10 DOI: 10.1109/ICMLC.2011.6016733
Chao Wang, Minghu Ha, Yijun Fan, Jiqiang Chen
{"title":"Intuitionistic fuzzy random variables","authors":"Chao Wang, Minghu Ha, Yijun Fan, Jiqiang Chen","doi":"10.1109/ICMLC.2011.6016733","DOIUrl":"https://doi.org/10.1109/ICMLC.2011.6016733","url":null,"abstract":"Intuitionistic fuzzy set is an extension of traditional fuzzy set, which is considered to be more flexible and applicable than traditional fuzzy set as deal with some uncertain and fuzzy problems. In this paper, some properties of intuitionistic fuzzy set are discussed, intuitionistic fuzzy random variables are first introduced, the expected value of intuitionistic fuzzy random variables is defined, and then the law of large numbers of intuitionistic fuzzy random variables are given.","PeriodicalId":228516,"journal":{"name":"2011 International Conference on Machine Learning and Cybernetics","volume":"73 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127397465","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 associative classification algorithm: A combination of LAC and CMAR with new measure of weighted effect of each rule group 一种新的关联分类算法:将LAC和CMAR结合起来，并对每个规则组的加权效果进行新的度量
2011 International Conference on Machine Learning and Cybernetics Pub Date : 2011-07-10 DOI: 10.1109/ICMLC.2011.6016766
Pei-Yi Hao, Yu-De Chen
{"title":"A novel associative classification algorithm: A combination of LAC and CMAR with new measure of weighted effect of each rule group","authors":"Pei-Yi Hao, Yu-De Chen","doi":"10.1109/ICMLC.2011.6016766","DOIUrl":"https://doi.org/10.1109/ICMLC.2011.6016766","url":null,"abstract":"In recent, Association Classification not only has widely adopted but also has performed well in data mining. The literatures have been argued that the small disjunction and using multiple class-association rules have significant effect on classification accuracy. This paper is based on CMAR (Classification based on Multiple Class-Association Rules) and Adriano Veloso proposed Lazy Associative Classifier algorithm for Small Disjunction mining. In addition, we collocate with a new weight calculation method in our algorithm to solve weight bias problem of CMAR. This paper uses UCI 26 data set for experiment on our proposed algorithm. The finally results convincingly demonstrated that our proposed algorithm is high accuracy.","PeriodicalId":228516,"journal":{"name":"2011 International Conference on Machine Learning and Cybernetics","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115713446","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: 5
A novel 3D human action reconstruction method 一种新的三维人体动作重建方法
2011 International Conference on Machine Learning and Cybernetics Pub Date : 2011-07-10 DOI: 10.1109/ICMLC.2011.6016963
Er-Hu Zhang, Yong Zhao
{"title":"A novel 3D human action reconstruction method","authors":"Er-Hu Zhang, Yong Zhao","doi":"10.1109/ICMLC.2011.6016963","DOIUrl":"https://doi.org/10.1109/ICMLC.2011.6016963","url":null,"abstract":"This paper presents a simple yet effective 3D posture carving reconstruction method for human action recognition. The idea is inspired by the observation that human could carve a 3D object according to a few number of 2D images collected from multiple cameras. First, human action sequences are captured simultaneously by 3 web cameras. Then 3 normalized binary human silhouettes are obtained by a series of preprocessing steps. Finally, the 3D posture in the virtual coordinate is reconstructed according to 2D silhouettes of 3 different views. Experimental results show the effectiveness of the proposed approach.","PeriodicalId":228516,"journal":{"name":"2011 International Conference on Machine Learning and Cybernetics","volume":"77 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115745121","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: 2
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