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《Journal of Safety Science and Technology》 2009-05
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Research of selecting the training samples for the infiltration route prediction model in tailing

WANG Yun-hai, LI Juan, LI Chun-min(China Academy of Science and Technology,Beijing 100029,China)  
In this paper,based on the construction of a reasonable target system,training samples were set up by two different methods,one is multi-factor time series,the other is the traditional method. Then support vector regression algorithm machine was applied to set up two different regression models for the prediction of the future infiltration route data in tailing. The research showed that,more precise data can be obtained for the infiltration route in tailing by the time series prediction model.
【Fund】: 国家“十一五”科技支撑计划课题(编号:2006BAK04B01-1)
【CateGory Index】: TD76;TV649
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【Citations】
Chinese Journal Full-text Database 5 Hits
1 YU Bin1,JIANG Yong-lei1,YU Bo2,YANG Zhong-zhen1(1.College of Transportation Engineering and Logistics,Dalian Maritime University,Dalian 116026,China;2.Department of Information Engineering,China University of Geosciences Greatwall College,Baoding 071000,China);Application of support vector machines in bus travel time prediction[J];Journal of Dalian Maritime University;2008-04
2 LI Quan-ming,WANG Yun-hai,ZHANG Xing-kai,ZHAO Jun(China Academy of Safety Science and Technology,Beijing 100029,China);Analysis of disastrous factors concerning tailing dam failing and research on risk index system[J];Journal of Safety Science and Technology;2008-03
3 XIE Xu-yang1,JIANG Tian-han,WANG Yun-hai,ZHANG Xing-kai(China Academy of Safety Science and Technology, Beijing 100029, China);The study on regional alert of tailing reservoir based on Support Vector Machine[J];Journal of Safety Science and Technology;2008-04
4 XIN Zhiyun1,2,GU Ming2(1.Department of Computer Science and Technology,Tsinghua University,Beijing 100084,China; 2.School of Software,Tsinghua University,Beijing 100084,China);Complicated financial data time series forecasting analysis based on least square support vector machine[J];Journal of Tsinghua University(Science and Technology);2008-07
5 TONG Kai-jun,SHAN Yu-ming,LI Hai-peng,LI Xing-yun(State Key Laboratory of Oil and Gas Reservoir Geology and Exploitation,Chengdu University of Technology,Chengdu, Sichuan 610059,China);Application of Support Vector Regression Machine to Productivity Prediction in Gas Well[J];Xinjiang Petroleum Geology;2008-03
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 YANG Xiao,ZHANG Ying-xin(College of Computer and Information Engineering,Beijing Technology and Business University,Beijing 100048,China);RESEARCH AND APPLICATION OF APRIORI ALGORITHM IN CONSUMABLE MARKET'S PRICE ANALYSIS[J];Journal of Beijing Technology and Business University(Natural Science Edition);2009-03
2 ;The Improvement of Apriori Algorithm[J];Computer Knowledge and Technology(Academic Exchange);2007-04
3 WANG Xiao-ju,LI Yong-hua (College of Mathematics and Information Science, Northwest Normal University. Lanzhou 730070, China);Research on Kernel Method and its Application[J];Computer Knowledge and Technology;2008-12
4 ZHAN Ning,XU Jie(Xinyang Vocational and Technical College,Xinyang 464000,China);The Improvement of Decision Tree Algorithm[J];Computer Knowledge and Technology;2008-15
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6 HE Chun-hua,HU Yin-chun(Department of computer Engineering,Guangxi University of Technology,LiuZhou545006,China);The application of genetic algorithm in test paper automatic composing[J];Journal of Guangxi University of Technology;2006-04
7 Zhang Hua Wu Xin (Guangdong Polytechnic Normal University);Data Collect and Analysis Method of Automobile Drive[J];Automation & Information Engineering;2008-02
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9 QIAN Xue-jun, HU Xiao-jian (College of Material Science and Engineering, Hefei University of Technology, Hefei 230009, Anhui pro., China);Application and research of decision tree algorithm in welding technology design[J];Welding Technology;2009-06
10 WANG Jun-Tong,YANG Jian-Hong,YANG De-Bin,YANG Bin (School of Mechanical Engineering, University of Science & Technology Beijing,Beijing 100083,China);Application of Association Rules Mining in Monitoring System Based on Wireless Sensor Networks[J];Development & Innovation of Machinery & Electrical Products;2008-01
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1 Liu Jie Zhijie Zhou Department of Telecommunications Engineering ICE,PLAUST,Nanjing 210007,China;Research of Distribute Mining Association Rules in Graded Network Management[A];[C];2008
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