Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Progress In Geophysics》 2004-02
Add to Favorite Get Latest Update

The advanced k-nearest neighborhood method used in the recognition of lithology

WANG Shusheng,XU Zheng-guang,LIU Huang-wei,WANG Zhi-liang,SHI Li-feng(Information and Engineering School,University of Science and Technology,Beijing 100083, China)  
Distinguishing of lithology is an import task in petroleum exploration. Sometimes the data accuracy will affect the percent accuracy of recognition. In this paper, based on the characteristics of data set, we put forward weighted knearest neighborhood method. It can strengthen the ability of recognition of lithology. We applied this method to practice and testified its correctness and practicability. 
【Fund】: 国家“十五”攻关项目(2001BA605A 08 05)资助.
【CateGory Index】: P631
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
Chinese Journal Full-text Database 3 Hits
1 MA Hai1,WANG Yan-jiang1,HU Rui2,WEI Mao-an2(1.College of Information and Control Engineering,China University of Petroleum,DongYing 257061,China; 2.Information Center of Drilling Technology Research Institute ShengLi Oil Field Company,Ltd.,DongYing 257017,China);A novel method for well logging lithologic identification[J];Progress in Geophysics;2009-01
2 FAN Yi-ren1,ZHU Xue-juan2,DENG Shao-gui1,SI Zhao-wei3(1.School of Geosciences,China University of Petroleum,Qingdao 266555,China; 2.JieRui Automation Co.,Ltd of Qingdao,Qingdao 266071,China; 3.Petro China Jidong Oil field Company,Tangshan 063000,China);Research on the technology of lithology identification of volcanic rock in Nanpu 5th structure[J];Progress in Geophysics;2012-04
3 ZHANG Li-hua,PAN Bao-zhi,SHAN Gang-yi,et al.(College of Geo-Exploration Science and Technology,Jilin University,Jilin Changchun 130026,China).;LINEAR DIMENSION-REDUCING MAPPING METHOD TO IDENTIFY THE LITHOLOGY OF VOLCANIC ROCKS[J];Computing Techniques for Geophysical and Geochemical Exploration;2007-02
Chinese Journal Full-text Database 8 Hits
2 XU SHI-YONG MA ZAI-TIAN(Laboratory of Marine Geology, MOE, Tongji University, Shanghai 200092, China);A FAST AND EFFICIENT COMMON CONVERSION POINT STACKING TECHNIQUE FOR CONVERTED WAVES[J];Chinese Journal of Geophysics;2002-04
3 JIN SHENG WEN 1) XU SHI YONG 2) WU RU SHAN 3) 1) Screen Imaging Technology, Inc, Houston, TX 77074, USA 2) Laboratory of Marine Geology, MOE, Tongji University, Shanghai, 200092, China 3) University of California, Santa Cruz, CA 950;WAVE EQUATION BASED PRESTACK DEPTH MIGRATION USING GENERALIZED SCREEN PROPAGATOR[J];Chinese Journal of Geophysics;2002-05
4 MA JINFENG Geology Department of Northwest University,Xi'an 710069,China;FORWARD MODELING AND INVERSION METHOD OF GENERALIZED ELASTIC IMPEDANCE IN SEISMIC EXPLORATION[J];Chinese Journal of Geophysics;2003-01
5 DUAN KANG (China Offshore Oil Logging Corporation, Yanjiao 101601);CHINA OFFSHORE WELL LOGGING TECHNOLOGY (REVIEW & PROSPECT)[J];Chinese Journal of Geophysics;1994-02
6 LIU ZHENG-PING(Department of Applied Geophysics, Chengdu Institute of Technology, Chengdu 610059) HE YONG-FU (Center of Computing, Chengdu Institute of Technology, Chengdu 610059);APPLICATION OF ARTIFICIAL NEURAL NETWORKS IN LOG ANALYSIS[J];Chinese Journal of Geophysics;1995-S1
7 LI Rong,YE Shi wei,SHI Zhong zhi(1 Dept.of Computing,Graduate School,Science and Technology University of China,Beijing 100039,China;2 National Key Laboratory of Intelligent Information Technology Process,The Institute of Computing Technology,Chinese;SVM-KNN Classifier——A New Method of Improving the Accuracy of SVM Classifier[J];Acta Electronica Sinica;2002-05
8 HAN\ Hong\ YANG Jing yu\ HU Zhong shan (Department of Computer, Nanjing University of Science & Technology, Nanjing 210094);COMBINATION OF KNN CLASSIFIERS BASED ON MULTIPLE CORRESPONDENCE ANALYSIS[J];INFORMATION AND CONTROL;1999-05
Chinese Journal Full-text Database 10 Hits
1 WANG Quanfeng,ZHENG Hao ( College of Civil Engineering,Huaqiao University,Quanzhou 362021,China);Choice of structural styles for tall building based on radial basis function neural network[J];Sichuan Building Science;2010-05
2 ZHANG Gen-yao1,2,LI Zhu-lin2,3,ZHAO Zong-tao3 (1.Department of Computer Science, Northwest University, Xi'an 710069,China; 2.Department of Computer Science, Yanan University, Yan' an 716000,China; 3.402 Division,The Second Artillery Engineer College, Xi 'an710025,China);A trace method for moving target under occlusion[J];Journal of Anhui University(Natural Sciences);2003-03
3 CHEN Yi-lan1,WANG Ming2,SUN Shu-cheng2(1.Dept of Math.& Phy.,Anhui University of Architecture,Hefei,230601,Anhui;2.Anhui Provincial Key Laboratory of Electric Transmission and Control,Anhui University of Technology and Science,Wuhu 241000,China);Error estimation in a naive bayes classifier[J];Journal of Anhui University of Technology and Science(Natural Science);2008-04
4 ZHANG Hong-tao et al(Institute of Electric power,North China Institute of Water Conservancy and Hydroelectric Power,Zhengzhou,Henan 450011);Research on Feature Compression in the Image Recognition of the Storedgrain Pests[J];Journal of Anhui Agricultural Sciences;2008-27
5 ZHANG Zhao et al(Mechanical and Electronic Engineering College,Northwest A&F University,Yangling,Shaanxi 712100);Color Classification of Bamboo Pieces by Computer Vision[J];Journal of Anhui Agricultural Sciences;2010-26
6 WANG Jie1,ZHU Jun2 (1.Library of Anhui Agricultural University,Hefei 230036; 2.School of Information and Computer,Anhui Agricultural University,Hefei 230036);Design and implementation of Chinese-spam filtering system based on Linux[J];Journal of Anhui Agricultural University;2011-02
7 SU Ke CHEN Zhi-bin(School of Electronic and Information Engineering,University of Science and Technology Liaoning,Anshan 114051,China);License plate recognition system with BPNN[J];Journal of University of Science and Technology Liaoning;2010-05
8 SUN Liang,XI An-min(Mechanical Engineering School,University of Science & Technology Beijing,Beijing 100083,CHN);Defective and Damaged LED Chips Identification Method[J];Semiconductor Optoelectronics;2009-06
9 ZHANG Gui,QIAO Chun-sheng (School of Civil Engineering and Architecture, Beijing Jiaotong University, Beijing 100044,China);Using Support Vector Machine to Regress and Determine the Rock Mass Strength Index[J];Journal of Northern Jiaotong University;2004-01
10 LI Cui-xia, YU Jian (School of Computer and Information Technology, Beijing Jiaotong University, Beijing 100044,China);Study on the Classification of A Kind of Fuzzy Clustering Algorithm[J];Journal of Northern Jiaotong University;2005-02
China Proceedings of conference Full-text Database 10 Hits
1 Liu Zhibin,Jin Lianwen+ College of Electronic Information,South China University of Technology,Guangzhou 510641 Guangdong,P.R.China;A Static Candidates Generation Technique and its Application in Two-stage LDA Chinese Character Recognition[A];[C];2007
2 Zhang Bin,Jin Lianwen 1 1.College of Electronic Information,South China University of Technology,Guangzhou 510641,Guangdong P.R.China;Handwritten Chinese Similar Characters Recognition Based On AdaBoost[A];[C];2007
3 Lv Peng1,Liu Yibing2,Ma Qiang2,Wei Yufan2 1.School of Mathematics and Physics,North China Electric Power University,Beijing 102206,P.R.China2.Department of automatics,North China Electric Power University,Beijing 102206,P.R.China;Gear Intelligent Fault Diagnosis Based on Support Vector Machines[A];[C];2007
4 Liang Yu 1,Wang Yigang 2,Wang Na 1 1.ShenYang Institute of Chemical Technology,ShenYang 110142,P.R.China2.Electric Utility Bureau of ZhaoZhou county in HeiLongJiang province 166400,P.R.China;Fault Diagnosis of Power Electronic Circuits Based on Support Vector Machine[A];[C];2007
5 LIU Hua,ZHANG Jianhua,WANG Raofen,WANG Xingyu Department of Automation,East China University of Science and Technology,Shanghai 200237,P.R.Chian;Fuzzy Clustering of Operator Functional States in Human-machine Systems[A];[C];2010
6 JIN Chaobu~1,HU Gangqiang~2,SHI Guangzhi~1,LI Yuyang~1 (1.Navy Submarine Academy Qingdao 266071,China; 2.92815 Army of PLA,Ningbo 315717,China);A underwater target recognition method using the support vector machines[A];[C];2011
7 JIANG Ping (School of Automation and Electricity,Hefei University of Technology,Hefei,230009);Threshold Value Option Strategy in License Plate Segmentation[A];[C];2003
8 WANG Gang,WU Xiaojun,ZHENG Thomas Fang, WANG Linlin,ZHANG Chenhao (1.Center for Speech and Language Technologies,Division of Technical Innovation and Development, Tsinghua National Laboratory for Information Science and Technology, Beijing 100084,China; 2.Department of Computer Science and Technology, Tsinghua University,Beijing 100084,China);Speaker identification using a reference speaker model based a two-layer structure[A];[C];2011
9 FENG Fu-zhou1, GUO Heng-yi2, JIANG Peng-cheng1 (1.Department of Mechanical Engineering, the Academy of Aarmored Forces Engineering, Beijing 100072, China; 2. Department of Mechanical Engineering, the Academy of Equipment Commanding, Beijing, 100085, China);Support Vector Machine and its Application to Fault Diagnosis for Electric Motors[A];[C];2007
10 Chen Xiao Zhong Sun Hua Yan (Command and Technology College);Texture Classification Based On Wavelet Decomposition of Better Resolution[A];[C];1999
Chinese Journal Full-text Database 10 Hits
1 LI Jun-cheng(Department of Physics Anhui Univers ity,Hefei 230039,China);Method to Conduct Fast Conversion between Grey Code and Binary Code[J];Journal of Anhui Tv University;2001-03
2 TANG Xiao-man,JIANG Lei(Department of Clothing,Beijing Institute of Clothing Technology,Beijing 100029,China);Establishment of the Approach to the Grade Children's Garment Size Based on Nonparametric Kernel Density Estimation[J];Journal of Beijing Institute of Clothing;2005-04
3 HOU Guiting QIAN Xianglin (Department of Geology,Peking Univeristy,Beijing,100871) SONG Xinmin (Scientific Research Institute of Petroleum Exploration and Development,Beijing,100083);The Origin of the Bohai Bay Basin[J];ACTA SCICENTIARUM NATURALUM UNIVERSITIS PEKINESIS;1998-04
4 Liu Jinfu; Hong Wei; Li Junqing. College of Forestry,Fujian Agriculture and Forestry University,Nanping,353001,P. R. China.;Kernel density estimation of species abundance distribution in rare and endangered Castanopsis kawakamii natural forest.[J];Journal of Beijing Forestry University;2002-Z1
5 LAI Qiao-ling1; XU Hui2; YANG Wei-min2.1 Basic Courses Department, Southwest Forestry College, Kunming, 650224, P. R. China; 2 Faculty of Resources,Southwest Forestry College, Kunming, 650224, P. R. China.;Application of nonparametric estimation method in establishing height-diameter curves of trees[J];Journal of Beijing Forestry University;2006-04
6 Cui Hengjian(Department of Mathematics,Beijing Normal University 100875)WangXuefeng(College of Forest Resources and Environment,BFU 100083);Propetty of Kernel Density Estimation and Application in the Diameter Distribution[J];JOURNAL OF BEIJING FORESTRY UNIVERSITY;1996-02
7 Yuan Sanyi,Wang Shangxu,and Tian Nan 1.CNPC Key Laboratory of Geophysical Exploration,Key Laboratory of Earth Prospecting and Information Technology, China University of Petroleum,Beijing 102249,China.;Swarm intelligence optimization and its application in geophysical data inversion[J];应用地球物理(英文版);2009-02
8 LU Wan yu, HUANG Sheng ren, QIN Shi yin (China University of Geosciences, Beijing 100083,China);USING THE CP-NETWORK TO IDENTIFY THE LITHOLOGY[J];Journal of Changchun University of Science and Technology;2002-01
9 ZHANG Zhi-guo, YANG Yi-heng, XIA Li-xian (Institute of Mineral Resources Prediction of Synthetic Information, Jilin University, Changchun130026,China);Application of RPROP Algorithm to Well Logging Lithologic Identification[J];Journal of Jiling University (Earth Science Edition);2005-03
10 ZHANG Xiao-feng,FAN Xiao-min College of GeoExploration Science and Technology,Jilin University,Changchun 130026,China;Application of Crossplot and Carbon Software to Recognition of Pyroclastic Rock[J];Journal of Jilin University(Earth Science Edition);2007-S1
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 CHEN Shu-min (Exploration and Development Research Institute of Daqing Oil Field,Daqing 163712,China);Reservoir geophysical project has obtained great achievements in Daqing oil field with the decade effort of "Industry-University-Institute"Cooperation[J];Progress in Geophysics;2008-06
2 WANG Guei-cheng, SONG Zi-qi~*, SUN Ying, LI Wei-feng, CHENG Guo-jian, WANG Yan (Xi'an Shiyou University, Xi'an 710065,China);Application of dip logging to Cretaceous sedimentary micro-facies in the Yanmuxi oil field[J];Progress in Geophysics;2009-06
3 FENG Wan-peng~(1,2),LI Zhen-hong~2 (1.Institute of Geophysics,China Earthquake Administration,Beijing 100081,China; 2.Department of Geographical and Earth Sciences,University of Glasgow,Glasgow G12 8QQ,United Kingdom);A novel hybrid PSO/simplex algorithm for determining earthquake source parameters using InSAR data[J];Progress in Geophysics;2010-04
4 XU De-long1,2,LI Tao1,HUANG Bao-hua2,LI Na3(1.Geophysics Department,Geosciences Faculty,Northeast Petroleum University,Daqing 163318,China; 2.Institute of Acoustics,Chinese Academy of Sciences,Beijing 100190,China; 3.No.1 Geophysical Exploration Company,Daqing Oilfield Drilling Engineering Company Ltd.,Daqing 163357,China);Research on the identification of the lithology and fluid type of foreign M oilfield by using the crossplot method[J];Progress in Geophysics;2012-03
5 LIU Guo-hui1,HOU Zheng1,2,WANG Tian-yi1,SONG Hong-wei3 (1.Shijiazhuang University of Economics,Shijiazhuang 050031,China;2.China University of Geosciences,Beijing,100083,China; 3.The Institute of Hydrogeology and Environmental Geology,CAGS,Shijiazhuang 050803,China);A new model to predict the water inflow of aquifer[J];Progress in Geophysics;2012-03
6 Liu Jun1 You Jiaxun2 Liang Wei3 Xu nan2 Zhao Huiming2 Guo Chuangxin4 (1. Tibet Vocational & Technical college,Lasa Xizhang 850000,China) (2. Extra High Voltage Transmission Company,Shanghai Municipal Electric Power Company,Shanghai 200063,China) (3. Songjiang Power Supply Company,Shanghai Municipal Electric Power Company,Shanghai 201600,China) (4. College of Electrical Engineering,Zhejiang University,Hangzhou Zhejiang 310027,China);Weighted K-NN Algorithm for Power Transformer Fault Diagnosis[J];Electrical Automation;2010-05
7 FAN Yi-ren1,ZHU Xue-juan2,DENG Shao-gui1,SI Zhao-wei3(1.School of Geosciences,China University of Petroleum,Qingdao 266555,China; 2.JieRui Automation Co.,Ltd of Qingdao,Qingdao 266071,China; 3.Petro China Jidong Oil field Company,Tangshan 063000,China);Research on the technology of lithology identification of volcanic rock in Nanpu 5th structure[J];Progress in Geophysics;2012-04
8 LIU Ming-jun(Xi'an Research Institute,China Coal Technology and Engineering Group Corp,Xi'an 710077,China);Development and application of lithology identification software system by logging data[J];Progress in Geophysics;2013-02
9 ZHANG Kun 1,LIU Yongfu 2,XU Yongzhong 1,SUN Qi 2,TANG Haozhe 1(1.School of Resource and Geosciences,China University of Mining Technology,Xuzhou,Jiangsu 221116,China;2.Research Institute of Tarim Oilfield Co.,CNPC,Korla,Xinjiang 841000,China);Multi-parameter inversion in identifying igneous rocks based on D-S evidence theory—taking Halahatang area in Tarim Basin as an example[J];Journal of Northeast Petroleum University;2013-01
10 WU Yu-yu,ZHANG Wei-min,TIAN Chang-bing,SONG Ben-biao, GAO Ji-xian,GAO Yan(Research Institute of Petroleum Exploration and Development,Beijing 100083,China);Application of Image logging in identifying lithologies and sedimental facies in Reef-Shoal Carbonate Reservoir——Take Rumaila Oil Field in Iraq for Example[J];Progress in Geophysics;2013-03
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 Guo Rongkun;The Trend of Petroleum Well Logging Development and Our Opportunity[J];Well Logging Technology;1988-03
2 Tang Tingdong;Review and Prospect of Well Logging——Commemorating the 50th Anniversary of Chinese Well Logging[J];;1989-03
5 QIAN SHAO-XIN(Research Institute of Petroleum Exploration and Development, Beijing 100083);APPLICATION OF PATTERN RECOGNITION TECHNIQUE TO LATERAL PREDICTION OF HYDROCARBON RESERVOIR[J];Chinese Journal of Geophysics;1992-05
6 ZHANG XUE-GONO LI YAN-DA(Department of Automation, Tsinghua University, Beijing 100084);AUTOMATIC EDITING OF NOISY SEISMIC DATA USING AN ARTIFICIAL NEURAL NETWORK APPROACH[J];Chinese Journal of Geophysics;1992-05
7 YANG WEN-CAI(Institute of Geophysical & Geochemlcal Exploration Ministry of Geology and Mineral Resources, Langjang 102849);NONLINEAR CHAOTIC INVERSION OF SEISMIC TRACES:(I)THEORY AND NUMERICAL EXPERIMENTS[J];Chinese Journal of Geophysics;1993-02
8 Xuan Guorong Chai Peiqi (Dept of Computer Science, Tongji University, Shanghai 200092);FEATURE SELECTION BASED ON BHATTACHARYYA DISTANCE[J];Pattern Recognition and Artificial Intelligence;1996-04
9 Zhou Zhusheng Wang Weihua The Second Geological Survey Division,Bureau of Oil Geophysical Prospecting,P.O.Box 5,Kaifeng City,Henan Province,Internal Postcode:475002;A method for fast and accurately computing the common conversion point locus.[J];Oil Geophysical Prospecting;1993-01
10 Zhou Zhusheng (Chengdu College of Science and Industry, Chengdu City, Sichuan Province, Postcode:610059)Zhou Xixiang.;A neural network method for automatic seismic trace editing[J];Oil Geophysical Prospecting;1994-02
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved