Pub Date : 2011-11-18DOI: 10.1109/ICSSEM.2011.6081213
H. Yan
How to choose the kernel function of the SVM classifier and function's parameters affects system's generalization and operating speed directly. It takes Cross Validation and Grid Search to validate the performance of Radial Basis Kernel, Polynomial Kernel and Sigmoid Kernel functions in Multi-class Classification, which can not only deduce the capability of SVM but also prove the effectiveness of Grid Search in finding optimized characteristics. Finally, the three SVM classifier kernel functions are used to classify BSQ remote sensing images in TM6 band, and the experimental data prove their feasibility and high efficiency.
{"title":"Remote sensing image classification based on SVM classifier","authors":"H. Yan","doi":"10.1109/ICSSEM.2011.6081213","DOIUrl":"https://doi.org/10.1109/ICSSEM.2011.6081213","url":null,"abstract":"How to choose the kernel function of the SVM classifier and function's parameters affects system's generalization and operating speed directly. It takes Cross Validation and Grid Search to validate the performance of Radial Basis Kernel, Polynomial Kernel and Sigmoid Kernel functions in Multi-class Classification, which can not only deduce the capability of SVM but also prove the effectiveness of Grid Search in finding optimized characteristics. Finally, the three SVM classifier kernel functions are used to classify BSQ remote sensing images in TM6 band, and the experimental data prove their feasibility and high efficiency.","PeriodicalId":406311,"journal":{"name":"2011 International Conference on System science, Engineering design and Manufacturing informatization","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115019617","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}
Pub Date : 2011-11-18DOI: 10.1109/ICSSEM.2011.6081251
Zhen Huang, Wei He, Kaihong Zhou, Linghui Wang
The quantum information in single particle quantum state teleportation in theoretical and experimental research is more complete. With the development of quantum communication, the many-particle quantum state teleportation has been searched, and many progresses were achieved. Based on the many-particle quantum state teleportation considerations and Bell State Measurements, a scheme of four particle unknown quantum state teleportation is proposed in the paper.
{"title":"Four-particle unknown quantum state teleportation","authors":"Zhen Huang, Wei He, Kaihong Zhou, Linghui Wang","doi":"10.1109/ICSSEM.2011.6081251","DOIUrl":"https://doi.org/10.1109/ICSSEM.2011.6081251","url":null,"abstract":"The quantum information in single particle quantum state teleportation in theoretical and experimental research is more complete. With the development of quantum communication, the many-particle quantum state teleportation has been searched, and many progresses were achieved. Based on the many-particle quantum state teleportation considerations and Bell State Measurements, a scheme of four particle unknown quantum state teleportation is proposed in the paper.","PeriodicalId":406311,"journal":{"name":"2011 International Conference on System science, Engineering design and Manufacturing informatization","volume":"88 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116384158","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}
Pub Date : 2011-11-18DOI: 10.1109/ICSSEM.2011.6081257
Jianpeng Zhu, Ying Wang
In recent years, eXtensible Business Reporting Language (XBRL) already has become a research focus in the recent years because of its economic significance. In actual engineering practice, parsing technologies for XBRL taxonomy are under the spotlight because they are the key factors that affect the performance of business software systems. Thus, in this paper, the principle of typical parsing models available for XBRL taxonomy are analyzed at first, and then quantitative analysis for respective business scenarios is provided by parsing the real XBRL taxonomy using those parsing models under the same condition (the same machine, the same programming language and the same compiling environment). Through the quantitative analysis, we found that those parsing models are hard to satisfy the needs of the actual XBRL project. Therefore, at last of this paper, a new parsing model for XBRL taxonomy is proposed, and the performance data are provided. Those analysis and comparison results have certain practical meaning and reference value for analogous projects.
近年来，可扩展业务报告语言(eXtensible Business Reporting Language, XBRL)因其经济意义而成为近年来的研究热点。在实际工程实践中，XBRL分类法的解析技术备受关注，因为它们是影响业务软件系统性能的关键因素。因此，本文首先分析了适用于XBRL分类法的典型解析模型的原理，然后在相同的条件下(相同的机器、相同的编程语言、相同的编译环境)，使用这些解析模型解析真实的XBRL分类法，对各自的业务场景进行定量分析。通过定量分析，我们发现这些解析模型很难满足实际XBRL项目的需要。因此，本文最后提出了一种新的XBRL分类解析模型，并给出了性能数据。分析比较结果对类似工程具有一定的实际意义和参考价值。
{"title":"Research on typical parsing models for XBRL taxonomy","authors":"Jianpeng Zhu, Ying Wang","doi":"10.1109/ICSSEM.2011.6081257","DOIUrl":"https://doi.org/10.1109/ICSSEM.2011.6081257","url":null,"abstract":"In recent years, eXtensible Business Reporting Language (XBRL) already has become a research focus in the recent years because of its economic significance. In actual engineering practice, parsing technologies for XBRL taxonomy are under the spotlight because they are the key factors that affect the performance of business software systems. Thus, in this paper, the principle of typical parsing models available for XBRL taxonomy are analyzed at first, and then quantitative analysis for respective business scenarios is provided by parsing the real XBRL taxonomy using those parsing models under the same condition (the same machine, the same programming language and the same compiling environment). Through the quantitative analysis, we found that those parsing models are hard to satisfy the needs of the actual XBRL project. Therefore, at last of this paper, a new parsing model for XBRL taxonomy is proposed, and the performance data are provided. Those analysis and comparison results have certain practical meaning and reference value for analogous projects.","PeriodicalId":406311,"journal":{"name":"2011 International Conference on System science, Engineering design and Manufacturing informatization","volume":"72 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125925492","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}
Pub Date : 2011-11-18DOI: 10.1109/ICSSEM.2011.6081298
Jiong Song, Zhao Jin
In multi-intersection urban traffic environment, conventional fixed-time traffic signal control methods expose low performance when face with complex and stochastic traffic conditions which caused by the interaction among multiple intersections. A Q-learning based traffic signal control model is proposed to deal with time-varying and stochastic traffic flow problem, which takes advantage of the specialty of autonomous learning inherent in Q-learning. The capacity of discovering autonomously optimal control policy corresponding to varying traffic conditions and no fixed mathematic control model is needed are the major advantages of this method. The experiment results in simulation environment also demonstrate this method is applicable and effective.
{"title":"Q-learning based multi-intersection traffic signal control model","authors":"Jiong Song, Zhao Jin","doi":"10.1109/ICSSEM.2011.6081298","DOIUrl":"https://doi.org/10.1109/ICSSEM.2011.6081298","url":null,"abstract":"In multi-intersection urban traffic environment, conventional fixed-time traffic signal control methods expose low performance when face with complex and stochastic traffic conditions which caused by the interaction among multiple intersections. A Q-learning based traffic signal control model is proposed to deal with time-varying and stochastic traffic flow problem, which takes advantage of the specialty of autonomous learning inherent in Q-learning. The capacity of discovering autonomously optimal control policy corresponding to varying traffic conditions and no fixed mathematic control model is needed are the major advantages of this method. The experiment results in simulation environment also demonstrate this method is applicable and effective.","PeriodicalId":406311,"journal":{"name":"2011 International Conference on System science, Engineering design and Manufacturing informatization","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129236354","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}
Pub Date : 2011-11-18DOI: 10.1109/ICSSEM.2011.6081165
Yang Qing, Chen Guiming, He Qingfei, Tong Xingmin
Focusing on feature extraction of non-stationary vibration signals in condition monitoring and fault diagnosis of gear pump, the fault diagnosis approach based on empirical mode decomposition method and kernel principal component analysis (KPCA) and support vector machines (SVM) is proposed. The improved empirical mode decomposition (EMD) method is used to decompose the mechanical equipment output signal into a number of intrinsic mode function (IMF) components and a residue component, and calculated ten dimensionless parameters of each IMF and residue component, then extract result from the original parameters by using KPCA, at last the kernel principal component is classified by inputting the new feature vector to SVM for training and recognizing. The simulation and experiment results show that the advanced method is effective in restraining end effect, and the analysis result of gear pump vibration signals in different conditions validate the method is effective.
{"title":"The research of pattern recognition of gear pump based on EMD and KPCA-SVM","authors":"Yang Qing, Chen Guiming, He Qingfei, Tong Xingmin","doi":"10.1109/ICSSEM.2011.6081165","DOIUrl":"https://doi.org/10.1109/ICSSEM.2011.6081165","url":null,"abstract":"Focusing on feature extraction of non-stationary vibration signals in condition monitoring and fault diagnosis of gear pump, the fault diagnosis approach based on empirical mode decomposition method and kernel principal component analysis (KPCA) and support vector machines (SVM) is proposed. The improved empirical mode decomposition (EMD) method is used to decompose the mechanical equipment output signal into a number of intrinsic mode function (IMF) components and a residue component, and calculated ten dimensionless parameters of each IMF and residue component, then extract result from the original parameters by using KPCA, at last the kernel principal component is classified by inputting the new feature vector to SVM for training and recognizing. The simulation and experiment results show that the advanced method is effective in restraining end effect, and the analysis result of gear pump vibration signals in different conditions validate the method is effective.","PeriodicalId":406311,"journal":{"name":"2011 International Conference on System science, Engineering design and Manufacturing informatization","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126796062","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}
Pub Date : 2011-11-18DOI: 10.1109/ICSSEM.2011.6081189
Zheng-yuan Zhou, Y. Gong, Jun Wang
To reduce the theoretical error which brings by the present cam working sheet drawing methods, this paper uses the AutoCAD software to precisely draw high precision cam working contour sheet, and uses the CAXA wire cutting software to generate the G code procedure automatically. The process how to use the wire cutting machine to manufacture plate high precision cam is discussed, and the manufacturing precision of high precision cam has effectively achieved.
{"title":"Computer aided design and manufacture of high precision cam","authors":"Zheng-yuan Zhou, Y. Gong, Jun Wang","doi":"10.1109/ICSSEM.2011.6081189","DOIUrl":"https://doi.org/10.1109/ICSSEM.2011.6081189","url":null,"abstract":"To reduce the theoretical error which brings by the present cam working sheet drawing methods, this paper uses the AutoCAD software to precisely draw high precision cam working contour sheet, and uses the CAXA wire cutting software to generate the G code procedure automatically. The process how to use the wire cutting machine to manufacture plate high precision cam is discussed, and the manufacturing precision of high precision cam has effectively achieved.","PeriodicalId":406311,"journal":{"name":"2011 International Conference on System science, Engineering design and Manufacturing informatization","volume":"64 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114214310","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}
Pub Date : 2011-11-18DOI: 10.1109/ICSSEM.2011.6081332
Bing-quan Wen, Xiaowei Xie, Bin Wang
A new Autonomous Underwater Vehicles (AUV) with special construction was introduced in this paper. This AUV can be separable and available in special environment. It was proved that the new construction is successful by a few experiments.
{"title":"Research of separable Autonomous Underwater Vehicles","authors":"Bing-quan Wen, Xiaowei Xie, Bin Wang","doi":"10.1109/ICSSEM.2011.6081332","DOIUrl":"https://doi.org/10.1109/ICSSEM.2011.6081332","url":null,"abstract":"A new Autonomous Underwater Vehicles (AUV) with special construction was introduced in this paper. This AUV can be separable and available in special environment. It was proved that the new construction is successful by a few experiments.","PeriodicalId":406311,"journal":{"name":"2011 International Conference on System science, Engineering design and Manufacturing informatization","volume":"100 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122611190","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}
Pub Date : 2011-11-18DOI: 10.1109/ICSSEM.2011.6081219
Qin Jian-wen, Chang Han-bao, Shao Li-min
This study is aimed at designing the optimal injection system parameters of common rail diesel engine based on the experiment design theory and the response surface approximate model. First, the spray and combustion simulation model in the FIRE are validated and collated, and the relationship between the parameter C2 of the KH-RT model and nozzle configuration was concluded, enhancing the simulation precision of the model. Then, the central composite method is used to design the experimental matrix for the parameters and the software FIRE is used to calculate. The economic-based comprehensive objective function is established using the response surface approximation technique. The approximate model is optimized, combining global optimization and local optimization methods together and the optimum combination of the parameters of the injection system is obtained, which reduced preferable the work of the parameters design of the common rail diesel engine injection system.
{"title":"Optimization design injection system parameters of common rail diesel engine using response surface methodology","authors":"Qin Jian-wen, Chang Han-bao, Shao Li-min","doi":"10.1109/ICSSEM.2011.6081219","DOIUrl":"https://doi.org/10.1109/ICSSEM.2011.6081219","url":null,"abstract":"This study is aimed at designing the optimal injection system parameters of common rail diesel engine based on the experiment design theory and the response surface approximate model. First, the spray and combustion simulation model in the FIRE are validated and collated, and the relationship between the parameter C2 of the KH-RT model and nozzle configuration was concluded, enhancing the simulation precision of the model. Then, the central composite method is used to design the experimental matrix for the parameters and the software FIRE is used to calculate. The economic-based comprehensive objective function is established using the response surface approximation technique. The approximate model is optimized, combining global optimization and local optimization methods together and the optimum combination of the parameters of the injection system is obtained, which reduced preferable the work of the parameters design of the common rail diesel engine injection system.","PeriodicalId":406311,"journal":{"name":"2011 International Conference on System science, Engineering design and Manufacturing informatization","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131253256","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}
Pub Date : 2011-11-18DOI: 10.1109/ICSSEM.2011.6081179
Z. Hongwei, Chen Huai-liang, Yun Weidong, L. Zhongyang
With the analysis of SWIR and NIR spectral space, and based on the Short Wave Perpendicular Water Stress Index (SPSI) of which was constructed by Abduwasit Ghulam. The SPSI was applied in the soil moisture retrieval during the growing period of wheat in April with full cover condition. The result showed there is a high correlation coefficient between SPSI and soil moisture in 0–30 cm, and has been tested that the SPSI has a potential in the soil moisture retrieval under full cover condition.
{"title":"The application of shortwave infrared Perpendicular Water Stress Index in drought monitoring under normal vegetation coverage","authors":"Z. Hongwei, Chen Huai-liang, Yun Weidong, L. Zhongyang","doi":"10.1109/ICSSEM.2011.6081179","DOIUrl":"https://doi.org/10.1109/ICSSEM.2011.6081179","url":null,"abstract":"With the analysis of SWIR and NIR spectral space, and based on the Short Wave Perpendicular Water Stress Index (SPSI) of which was constructed by Abduwasit Ghulam. The SPSI was applied in the soil moisture retrieval during the growing period of wheat in April with full cover condition. The result showed there is a high correlation coefficient between SPSI and soil moisture in 0–30 cm, and has been tested that the SPSI has a potential in the soil moisture retrieval under full cover condition.","PeriodicalId":406311,"journal":{"name":"2011 International Conference on System science, Engineering design and Manufacturing informatization","volume":"199 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128103992","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}
Pub Date : 2011-11-18DOI: 10.1109/ICSSEM.2011.6081283
Jin Huang, F. Carminati, L. Betev, Jianlin Zhu, C. Luzzi
Automatic refactoring techniques guarantee the correctness and effectiveness for the transformation of legacy software systems. Existing techniques are not effective to identify refactoring opportunities because of the complexity of composite refactoring and the behavior preservation for Aspect-Oriented refactoring. To address these challenges, we design EXTRACTOR, which is an extensible framework to identify Aspect-Oriented refactoring opportunities. In the framework, the bad smell detector provides significant query ability to detect bad smells, while the template manager enables the customization of bad smell and composite refactoring. Then refactoring opportunities are identified using logic transformation managed by EXTRACTOR Constructor. All these functionalities are based on the logic query engine, which manages the logic representation of programs. Finally we illustrate the effectiveness of the framework using case study.
{"title":"EXTRACTOR: An extensible framework for identifying Aspect-Oriented refactoring opportunities","authors":"Jin Huang, F. Carminati, L. Betev, Jianlin Zhu, C. Luzzi","doi":"10.1109/ICSSEM.2011.6081283","DOIUrl":"https://doi.org/10.1109/ICSSEM.2011.6081283","url":null,"abstract":"Automatic refactoring techniques guarantee the correctness and effectiveness for the transformation of legacy software systems. Existing techniques are not effective to identify refactoring opportunities because of the complexity of composite refactoring and the behavior preservation for Aspect-Oriented refactoring. To address these challenges, we design EXTRACTOR, which is an extensible framework to identify Aspect-Oriented refactoring opportunities. In the framework, the bad smell detector provides significant query ability to detect bad smells, while the template manager enables the customization of bad smell and composite refactoring. Then refactoring opportunities are identified using logic transformation managed by EXTRACTOR Constructor. All these functionalities are based on the logic query engine, which manages the logic representation of programs. Finally we illustrate the effectiveness of the framework using case study.","PeriodicalId":406311,"journal":{"name":"2011 International Conference on System science, Engineering design and Manufacturing informatization","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2011-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114055003","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}
京公网安备 11010802042870号
京ICP备2023020795号-1
扫码关注我们
求助内容：
应助结果提醒方式：