Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of University of Science and Technology Beijing》 2009-12
Add to Favorite Get Latest Update

Grade interpolation in orebody based on support vector regression

LI Juan,LI Cui-ping,LI Zhong-xue School of Civil and Environmental Engineering,University of Science and Technology Beijing,Beijing 100083,China  
The method of support vector regression(SVR)in combination with self organization feature mapping(SOFM)network was selected for grade interpolation in orebody,and was compared to the Thiessen polygons method,the distance power inverse ratio method and the Kriging method.The result shows that the prediction model of SVR is feasible and reliable for grade estimation.
【Fund】: 国家自然科学基金资助项目(No.50604003);; 教育部博士点基金资助项目(No.20060008005);; “十一五”国家科技支撑计划资助项目(No.2006BAK04B04)
【CateGory Index】: P612
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【Citations】
Chinese Journal Full-text Database 8 Hits
1 SENG Dewen, LI Zhongxue, LI Chunmin, LI Cuiping Civil and Environmental Engineering School, University of Science and Technology Beijing, Beijing 100083, China;3D Visual Modeling System for Mineral Deposits[J];Journal of University of Science and Technology Beijing;2004-05
2 LI Cuiping, LI ZhongxueCivil and Environmental Engineering School, University of Science and Technology Beijing, Beijing 100083, China;Volume Visualization Approach for Modeling Mineral Deposits[J];Journal of University of Science and Technology Beijing;2004-06
3 LI Cuiping,LI Zhongxue,HAO Xiuqiang,HAO Jinhui State Key Laboratory of Chinese Ministry of Education for High-Efficient Mining and Safety of Metal Mines,University of Science and Technology Beijing,Beijing 100083,China;Grade and reserve calculation in a visual simulation system for geological and mining engineering[J];Journal of University of Science and Technology Beijing;2007-09
4 LI Cui-ping,LI Zhong-xue,YU Dong-ming(Key Lab of High-Efficiency Mining and Safety of the Metal Mines Ministry of Education,University of Science and Technology of Beijing,Beijing 100083,Chin);Ore grade interpolation based on Thiessen polygon method[J];Journal of Liaoning Technical University;2007-04
5 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
6 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
7 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
8 Li Cuiping Li Zhongxue Hu Nailian (Mining Research Institute Beijing University of Science and Technology·Beijing 100083);A COMPARISON OF SOME INTERPOLATION METHODS ORIENTED TOWARD VOLUME VISUALIZATION OF MINERAL DEPOSITS[J];China Mining Magazine;2003-10
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 FENG Chaodong, YANG PengCivil and Environmental Engineering School, University of Science and Technology Beijing, Beijing 100083, China,;Deposit database management system based on volume visualization technique[J];Journal of University of Science and Technology Beijing;2005-01
2 LI Zhongxue,HAO Jinhui,LI Cuiping,MA Bin Key Laboratory of the Ministry of Education of China for Efficient Mining and Safety of Metal Mines,University of Science and Technology Beijing,Beijing 100083,China;Complex field theory,unified numerical modeling and integrated 3D visualization for mines[J];Journal of University of Science and Technology Beijing;2007-07
3 LI Cuiping,LI Zhongxue,HAO Xiuqiang,HAO Jinhui State Key Laboratory of Chinese Ministry of Education for High-Efficient Mining and Safety of Metal Mines,University of Science and Technology Beijing,Beijing 100083,China;Grade and reserve calculation in a visual simulation system for geological and mining engineering[J];Journal of University of Science and Technology Beijing;2007-09
4 MA Bin,LI Zhong-xue,HAO Xiu-qiang Key Laboratory of the Ministry of Education of China for High-Efficiency Mining and Safety of Metal Mines,University of Science and Technology Beijing,Beijing 100083,China;Framework and prototype for B/S based 3D visualization of a mine and hazard system[J];Journal of University of Science and Technology Beijing;2009-01
5 SHUAI Xiang-hua1) HOU Jian-sheng2) LIU Qin1)1)China Earthquake Networks Center,Beijing 100045,China2)China Earthquake Administration,Beijing 100036,China;ANALYSIS AND SIMULATION OF SPATIAL DISTRIBUTION OF DISASTER BASED ON DISASTER REPORTS FROM DISCRETE DOTS AT EARTHQUAKE SITE[J];Seismology and Geology;2009-02
6 SENG Dewen1,2,LI Zhongxue2(1.Department of Computer and Information Engineering,Zhejiang Water Conservancy and Hydropower College,Hangzhou 310018,China;2.University of Science and Technology Beijing,State Key Laboratory of High-Efficient Mining and Safety of Metal Mines of Ministry of Education,Beijing 100083,China);Design and implementation of a 3D simulation system for geological and mining engineering[J];Journal of Liaoning Technical University(Natural Science);2008-01
7 Seng Dewen Li Zhongxue Li Chunmin Li Cuiping(University of Science & Technology Beijing);3D Data Field Visualization Modeling Technology for Geological and Mining Engineering[J];Metal Mine;2004-12
8 Seng Dewen1,2 Li Zhongxue2 Wang Hongxia1(1.Zhejiang Water Conservancy and Hydropower College; 2. University of Science and Technology Beijing);Study and Application of Virtual Roaming Technology Based on OpenGL[J];Metal Mine;2007-09
9 Li Chunmin~1 Li Zhongxue~2 Wang Yunhai~1 (1.China Academy of Safety Science and Technology;2.University of Science and Technology Beijing);Design and Realization of 3D Visualization System for Mine Excavations[J];Metal Mine;2007-12
10 ZHOU Liang-chen,CHEN Suo-zhong,ZHU Ying(Key Lab.of Virtual Geographic Environment Ministry of Education,Nanjing Normal University,Nanjing Jiangsu 210046,China);3D-Volume Visualization Research for Geological Structure[J];Application Research of Computers;2007-06
China Proceedings of conference Full-text Database 1 Hits
1 Wei Jide (Key Laboratory of Spatial Data Mining & Information Sharing of Ministry of Education, Spatial Information Research Center of Fujian Province, Fuzhou 350002, China);The research on comparison of two spatial interpolation approaches[A];[C];2009
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 LI Cuiping, LI Zhongxue, HU NailianMining Research Institute, UST Beijing, Beijing 100083, China;A Method for Spatialization and Regularization of Geological Data in the Volume Visualization of Mineral Deposits[J];Journal of University of Science and Technology Beijing;2002-06
2 LI Cuiping, LI ZhongxueCivil and Environmental Engineering School, University of Science and Technology Beijing, Beijing 100083, China;Volume Visualization Approach for Modeling Mineral Deposits[J];Journal of University of Science and Technology Beijing;2004-06
3 SUN Yan-feng, LIANG Yan-chun, JIANG Jing-qing, WU Chun-guo(College of Computer Science and Technology, Jilin University, Changchun 130012,China);Neural network methods in financial time series forcasting[J];Journal of Changchun Post and Telecommunication Institute;2004-01
4 Zhang Jun, Ge Xiang.;Application of Neural Network Technique to Productivity Evaluation in Gas field[J];Well Logging Technology;2001-01
5 HAO Yan-jin,HU Dong-hong, YANG Ke-ming (Beijing Campus, China University of Mining and Technology, Beijing 100083, China);An Approach to the Key Problems in Mining Visualization Tech[J];;2000-02
6 ZHANG Ya-jun, LIU Zhi-gang, HUO Bai-chao, ZHANG Da-bo(Southwest Jiaotong University, Chengdu 610031, China);The combination forecasting model for power load based on support vector machine[J];Power Demand Side Management;2007-02
7 LI Cui-ping,LI Zhong-xue,SENG De-wen,LI Chun-min (Department of Resource Engineering,Beijing University of Science and Technology, Beijing 100083, China);Data configuration management in software development of a mineral deposit simulation system[J];Journal of Liaoning Technical University;2005-04
8 FU Wei-shu1 ,HE Shun-li2 ,RAN Ying-zhi3(1. Petroleum Exploration & Production Research Institute,SINOPEC, Beijing 100083,China; 2. University of Petroleum, Beijing 102200, China; 3. Graduate School of the Chinese Academy of Sciences,Beijing 100039,China);Sensitivity Analysis of Parameters of Affecting Open-Flow Capacity of Gas Well in Changqing Gas Field[J];offshore Oil;2004-04
9 GUO Jianzhong, CHEN Tao, PENG Wei, OU Yang (Institute of Surveying and Mapping,Information Engineering University,Zhengzhou 450052,China);A Method of Thiessen Polygon Based on the Shortest-distance[J];Journal of Institute of Surveying and Mapping;2003-03
10 Li Zhongxue, Li Cuiping (Mining Research Institute, Beijing University of Science and Technology, Beijing 100083);Advances in Modeling and Volume Visualization of Mineral Deposit[J];COMPUTER SIMULATION;2000-05
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved