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2010 International Conference of Information Science and Management Engineering最新文献

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Short-Term Power Load Forecasting Based on LS-SVM 基于LS-SVM的短期电力负荷预测
2010 International Conference of Information Science and Management Engineering Pub Date : 2010-08-07 DOI: 10.1109/ISME.2010.86
L. Bin, Xuefeng Guang
{"title":"Short-Term Power Load Forecasting Based on LS-SVM","authors":"L. Bin, Xuefeng Guang","doi":"10.1109/ISME.2010.86","DOIUrl":"https://doi.org/10.1109/ISME.2010.86","url":null,"abstract":"In order to solve the Short-term Load Forecasting problems in Power Systems, this article puts forward the Least Squares Support Vector Machine’s improved model by selecting the appropriate Gauss kernel function and proposing the error calculation analytical method, thus reduces the computational complicate problems when large amount of data is input in Short-term Power Load Forecasting. An example is given to prove the validity of the algorithm.","PeriodicalId":348878,"journal":{"name":"2010 International Conference of Information Science and Management Engineering","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126252773","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
The Prediction of Regional Logistics Scale Based on Grey System Theory 基于灰色系统理论的区域物流规模预测
2010 International Conference of Information Science and Management Engineering Pub Date : 2010-08-07 DOI: 10.1109/ISME.2010.15
Tong Daxin, Sun Xu
{"title":"The Prediction of Regional Logistics Scale Based on Grey System Theory","authors":"Tong Daxin, Sun Xu","doi":"10.1109/ISME.2010.15","DOIUrl":"https://doi.org/10.1109/ISME.2010.15","url":null,"abstract":"It is very important to predict regional logistics scale in order to formulate macroscopic economic policy and promote economic development. In the paper, the correlation of regional logistics scale and economic evelopment is analyzed and the measuring index system is studied. Then the GM(1,1) model is set up according to grey system theory. An actual application of the logistics scale prediction in Henan province is made to illustrate the effectiveness of the model. It is proved that the prediction model is very precise and can be used as a good foundation for quantitative research on logistics industry, and the prediction can offer a reference for the decision making with regards to the program of logistics industry.","PeriodicalId":348878,"journal":{"name":"2010 International Conference of Information Science and Management Engineering","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128060179","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 Product Safety Stock Prediction Method Based on Artificial Neural Network 基于人工神经网络的产品安全库存预测方法
2010 International Conference of Information Science and Management Engineering Pub Date : 2010-08-07 DOI: 10.1109/ISME.2010.190
Ping Zhao, Jingjing Liu
{"title":"The Product Safety Stock Prediction Method Based on Artificial Neural Network","authors":"Ping Zhao, Jingjing Liu","doi":"10.1109/ISME.2010.190","DOIUrl":"https://doi.org/10.1109/ISME.2010.190","url":null,"abstract":"When selling products, in order to prevent products stockout due to the uncertainty events, enterprises usually reserves a certain amount of safety stock. The amount of safety stock is directly related to inventory costs. How to calculate the amount of safety stock, the traditional method of using formulas to calculate directly has many limitations. This paper used artificial neural network to predict the amount of safety stock. The experimental result shows high accuracy.","PeriodicalId":348878,"journal":{"name":"2010 International Conference of Information Science and Management Engineering","volume":"61 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125602869","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: 6
A Study on the Hybrid Encryption Technology in the Security Transmission of Electronic Documents 电子文件安全传输中的混合加密技术研究
2010 International Conference of Information Science and Management Engineering Pub Date : 2010-08-07 DOI: 10.1109/ISME.2010.100
Xinli Hu, Lianjie Ma
{"title":"A Study on the Hybrid Encryption Technology in the Security Transmission of Electronic Documents","authors":"Xinli Hu, Lianjie Ma","doi":"10.1109/ISME.2010.100","DOIUrl":"https://doi.org/10.1109/ISME.2010.100","url":null,"abstract":"Although electronic documents have been greatly improved in the transferring speed and processing speed, it would also result that electronic documents information is disclosed, counterfeited, tampered, repudiated and so on. In order to solve the above problems and greatly improve the security of electronic documents, this paper researches a hybrid encryption technology, that is, encryption technology, digital digest, digital authentication and digital signature. Encryption technology is to ensure the confidentiality of information, digital digest to ensure the integrity of information, while digital authentication and digital signature technology can be certified to protect the Authentication identity, non-repudiation and non-counterfeit. By using of hybrid encryption technology, that is, the above four kinds technology of integration application, the security of electronic documents will be greatly improved.","PeriodicalId":348878,"journal":{"name":"2010 International Conference of Information Science and Management Engineering","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125965103","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
On Weakly Fuzzy Semi-I-open Sets and a Decomposition of Fuzzy Continuity 弱模糊半开集与模糊连续性的分解
2010 International Conference of Information Science and Management Engineering Pub Date : 2010-08-07 DOI: 10.1109/ISME.2010.53
Bin Chen, Jinjin Li
{"title":"On Weakly Fuzzy Semi-I-open Sets and a Decomposition of Fuzzy Continuity","authors":"Bin Chen, Jinjin Li","doi":"10.1109/ISME.2010.53","DOIUrl":"https://doi.org/10.1109/ISME.2010.53","url":null,"abstract":"In this paper, we introduce and study the notion of weakly fuzzy semi-I-open sets and weakly fuzzy semi-I-continuous functions to obtain a decomposition of fuzzy continuity. We also investigate the fundamental properties of such functions.","PeriodicalId":348878,"journal":{"name":"2010 International Conference of Information Science and Management Engineering","volume":"75 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125988490","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
A Novel Fault Diagnosis Algorithm Based on Graphical Model 一种新的基于图模型的故障诊断算法
2010 International Conference of Information Science and Management Engineering Pub Date : 2010-08-07 DOI: 10.1109/ISME.2010.195
Wenqiang Guo, Yongyan Hou
{"title":"A Novel Fault Diagnosis Algorithm Based on Graphical Model","authors":"Wenqiang Guo, Yongyan Hou","doi":"10.1109/ISME.2010.195","DOIUrl":"https://doi.org/10.1109/ISME.2010.195","url":null,"abstract":"To resolve the uncertain system fault diagnosis issue in complex pattern identification problems, a novel fault diagnosis algorithm based on graphical model mechanism is advanced. This algorithm can execute parallel subnets search from local inference to global inference in the probabilistic graphical model searching field. With existing algorithms in probabilistic graphical models, the ability of searching maximum probability for fault subsystem is increased significantly. The presented algorithm is verified and illustrated in the fault diagnosis system with uncertainty in details. Experiment results demonstrate that, even involved with unobservable signals, the proposed method is feasible and can recognize the fault parts effectively.","PeriodicalId":348878,"journal":{"name":"2010 International Conference of Information Science and Management Engineering","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121932918","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
Surface Matching by Using the Simple Strategy in the Application of Automotive Styling 基于简单策略的曲面匹配在汽车造型中的应用
2010 International Conference of Information Science and Management Engineering Pub Date : 2010-08-07 DOI: 10.1109/ISME.2010.103
Qiang Li, Xi Wang, Nan Qi, Yanping Tang, R. Newman
{"title":"Surface Matching by Using the Simple Strategy in the Application of Automotive Styling","authors":"Qiang Li, Xi Wang, Nan Qi, Yanping Tang, R. Newman","doi":"10.1109/ISME.2010.103","DOIUrl":"https://doi.org/10.1109/ISME.2010.103","url":null,"abstract":"A reverse transformation method based on the projective area overlapping has been presented for the surface matching in the application of automotive styling from 2-D to 3-D. The matching criteria and the objective function have also been discussed and used in the simulation matching. The simple evolutionary strategy has been implemented into the system and evaluated to realise the optimal matching. The simulation results demonstrate that the strategy applied here can tackle the surface matching problem.","PeriodicalId":348878,"journal":{"name":"2010 International Conference of Information Science and Management Engineering","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130122318","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
Application of a Hybrid Model to Short-Term Load Forecasting 混合模型在短期负荷预测中的应用
2010 International Conference of Information Science and Management Engineering Pub Date : 2010-08-07 DOI: 10.1109/ISME.2010.122
Xin Jin, Jie Wu, Yao Dong, Dezhong Chi
{"title":"Application of a Hybrid Model to Short-Term Load Forecasting","authors":"Xin Jin, Jie Wu, Yao Dong, Dezhong Chi","doi":"10.1109/ISME.2010.122","DOIUrl":"https://doi.org/10.1109/ISME.2010.122","url":null,"abstract":"Short-term load forecasting has been viewed as an important problem for its wide application. Grey forecasting model is tested by using electric load data sampled from SA for short-term load forecasting in this paper. Then by regarding the electric load residual series obtained from grey forecasting model as the original data, the grey forecasting model and the support vector machine (SVM) are applied to forecast the follow-up residual series respectively, by adding this forecasted residual series to the original forecasted electric load by single grey forecasting model, the mean absolute percentage error is reduced from 11.97% to 11.71% when using grey forecasting model and a significant reduce to 5.45% while using SVM in residual forecasting.","PeriodicalId":348878,"journal":{"name":"2010 International Conference of Information Science and Management Engineering","volume":"134 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134361610","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: 6
A Study on Intrusion Detection Based on Data Mining 基于数据挖掘的入侵检测研究
2010 International Conference of Information Science and Management Engineering Pub Date : 2010-08-07 DOI: 10.1109/ISME.2010.47
Song Naiping, Zhou Gen-yuan
{"title":"A Study on Intrusion Detection Based on Data Mining","authors":"Song Naiping, Zhou Gen-yuan","doi":"10.1109/ISME.2010.47","DOIUrl":"https://doi.org/10.1109/ISME.2010.47","url":null,"abstract":"-This paper, in view of the problems in traditional intrusion detection systems, proposes data mining techniques be applied to intrusion detection system. The commonly used data mining algorithms are discussed; then a data mining-based intrusion detection system model is constructed, the architecture and main functions of which are described as well.","PeriodicalId":348878,"journal":{"name":"2010 International Conference of Information Science and Management Engineering","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134366069","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: 10
On Environmental Impact Assessment (EIA) of Technology 技术环境影响评价研究
2010 International Conference of Information Science and Management Engineering Pub Date : 2010-08-07 DOI: 10.1109/ISME.2010.241
Zhiqian Wan, Huiyan Liu
{"title":"On Environmental Impact Assessment (EIA) of Technology","authors":"Zhiqian Wan, Huiyan Liu","doi":"10.1109/ISME.2010.241","DOIUrl":"https://doi.org/10.1109/ISME.2010.241","url":null,"abstract":"Technology has caused enormous damage on human’s living environment while benefiting human beings. Thus it is necessary to expand the scope of environmental impact assessment ???EIA??? to technology to reduce or eliminate its negative impacts on the environment. The uncertainty of technology’s environmental impact makes it difficult to conduct environmental impact assessment. The system of technology’s EIA consists of initial assessment, in-depth assessment and re-assessment. EIA methods include comparative assessment method of alternative technologies, technology’s green factor classification assessment method and life cycle assessment method.","PeriodicalId":348878,"journal":{"name":"2010 International Conference of Information Science and Management Engineering","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131792194","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
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