Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Journal of Anhui Institute of Education》 2004-03
Add to Favorite Get Latest Update

Application of Rough Set Theory to Data Reduction

YU Hai-tao (School of Science, Hefei University of Technology, Hefei 230009, China)  
Rough Set theory is a new mathematics tool which processes information that is uncertain, inaccurate or not identical. The advance of it is that it doesn't depend on any initial and accessional data information, e.g. the probability distribution in statistics. As the increase of data in the database system, people pay more and more attention to harm of data expansion. This paper is mainly about the application of Rough Set in data reduction.
【CateGory Index】: TP301
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 4 Hits
1 LIU Gui-mei1,SONG La-xiang2(1.Educational Techonology Center,Huanggang Normal University,Huanggang 438000,China;2.EZhou Senior High School,EZhou 436000,China);Quality Evaluation of Teaching and Learning by Multimedia Based on Rough Set[J];Computer Knowledge and Technology;2012-01
2 YANG Hong-jun(Library,Changchun University of Technology,Changchun 130012,China);Study on the simplification of the library information[J];Journal of Changchun University of Technology(Natural Science Edition);2010-05
3 Jian Youguang~(1) Jian Shuguang~(2)(Computer Science College,South China Normal University~(1),Guangzhou,510631)(South China Botanical Garden~(2),Guangzhou 510650);A Review of Data Reduction Algorithm Study Based on Rough Set[J];Computer & Digital Engineering;2006-05
4 ZHENG Xia-zhong1 CHEN Qiao-ling1 CHEN Shu1,2 HU Bin-feng1 (1 Hydraulic & Environmental Engineering College,China Three Gorges University, Yichang Hubei 443002,China 2 State Key Laboratory of Water Resources & Hydropower Engineering Science,Wuhan University,Wuhan Hubei 430072,China);Safety Assessment Method for Hydropower Construction Based on Rough Set[J];China Safety Science Journal;2011-01
Chinese Journal Full-text Database 7 Hits
1 CHEN Zhao-jiong, XUE Xiao-tan (Department of Computer Science and Technology, Fuzhou University, Fuzhou Fujian 350002, China);Attribute Reduction of a Rough Set and Its Application in Forestry Information Analysis[J];JOURNAL OF FUZHOU UNIVERSITY(NATURAL SCIENCES EDTION);2000-03
2 YE Dong-yi, CHEN Zhao-jiong (Department of Computer Science and Technology, Fuzhou University, Fuzhou, Fujian 350002, China);An improved reduction algorithm of attribute in rough set[J];JOURNAL OF FUZHOU UNIVERSITY(NATURAL SCIENCES EDTION);2000-05
3 Ye Dong-yi (Department of Computer Science and Technology, Fuzhou University, Fuzhou, Fujian 350002, China);An algorithm for relative reduction of attributes in information system[J];Journal of Fuzhou University(Natural Sciences Edtion);2000-06
4 Han Zhenxiang, Zhang Qi and Wen Fushuan (Department of Electrical Engineering,Zhejiang University·Hangzhou,310027,P.R.China);A Survey on Rough Set Theory and Its Application[J];CONTROL THEORY & APPLICATIONS;1999-02
5 ZHANG Wen xiu,WU Wei zhi (Institute for Information and System Sciences,Xi’an Jiaotong University,Xi’an 710049,China);An Introduction and a Survey for the Studies of Rough Set Theory[J];Fuzzy Systems and Mathematics;2000-04
6 HAN Zhenxiang ZHANG Qi WEN Fushuan(Zhejiang University, Hangzhou, 310027);ROUGH SETS: THEORY AND APPLICATION[J];INFORMATION AND CONTROL;1998-01
7 JIA Yaoqin(Xi′an Jiaotong University,Xi′an,China) XU Guanghua SUN Ruixiang LIANG Lin;Reduction of Rough Set Attributes Using Genetic Algorithm[J];CHINA MECHANICAL ENGINEERING;2000-07
Chinese Journal Full-text Database 10 Hits
1 CHENG Jia-xing ,QIAN Fu-lanssing of Ministry of Education,Anhui University,Hefei 230039,China);Application of rough set method based on attributive classification[J];Journal of Anhui University(Natural Sciences);2005-01
2 MENG Qing-quan~1,XU Wen-long~2(1.School of Medical Information Project,Anhui College of Traditional Chinese Medicine,Hefei 230038,China;2.School of TCM,Anhui College of Traditional Chinese Medicine,Hefei 230038,China);Rough sets application to diagnoses of Traditional Chinese Medicine[J];Journal of Anhui University(Natural Sciences);2006-04
3 MEI Can-hua1,4,MENG Qing-quan2,QI-Jiong3,LI Ming1(1.School of Information and Electrical Engineering,China University of Mining and Technology,Xuzhou 221116,China;2.School of Medicine and Information,Anhui College of Traditional Chinese Medicine,Hefei 230038,China;3.Institute of Chemistry,Electrical Power Research Institute,Hefei 230026,China;4.Huainan Vocational and Technical College,Huainan 232001,China);Synchronication of discernibility matrix formation with reduction[J];Journal of Anhui University of Technology and Science(Natural Science);2008-02
4 LI Jian-yang~(1,2),NI Zhi-wei~1,LIU Hui-ting~1(1.Institute of Computer Network,Hefei University of Technology,Hefei 230009,China;2.Department of Computer Science,Longyan University,Longyan 364000,China);Study on combination technology of rough set with case-based reasoning[J];Journal of Anhui Institute of Architecture & Industry(Natural Science);2006-01
5 LI Hong-mei et al(College of Information Science and Technology,Agricultural University of Hebei,Baoding,Hebei 071001);Study on the Application of Rough Set Theory in Agricultural Knowledge Discovery[J];Journal of Anhui Agricultural Sciences;2008-06
6 DENG Sheng et al (School of Information Science and Technology of Hunan Agricultural University,Changsha,Hunan 410128);Application Research of Rough Set Theory in Prediction of Agricultural Biology Disasters[J];Journal of Anhui Agricultural Sciences;2010-06
7 MEI Can-hua,MENG Qing-quan(Department of Information and Electrical Engineering, Huainan Vocational & Technical College, Anhui huainan 232001,China);Digital Diagnosis Method for Gastropathy in Traditional Chinese Medicine[J];Journal of Anhui Traditional Chinese Medical College;2008-03
8 PU Yishu (Department of Mathematics-Computer Science, Shaanxi University of Technology, Hanzhong 723000, Shaanxi, China);In BCI-Algebras Rough Fuzzy Subalgebras[J];Journal of Ankang Teachers College;2005-05
9 CHENG Yu-sheng (The School of Computer and Information of Anqing Teachers College, Anqing 246011,China);The Application of Rosetta in Machine Learning[J];Journal of Anqing Teachers College(Natural Science Edition);2005-02
10 LI Li1,2,ZHANG Yan-ping3,4(1.School of Computers Science & Technology,Anhui University,Hefei 230039, 2.Anqing Branch of Anhui Radio and Television University,Anqing 246000 3.Key Laboratory of Intelligent Computing & Signal Processing,Anhui University,Hefei 230039 4.Institute of Artificial Intelligence,Anhui University,Hefei 230039,China);An Algorithms for Attribute Reduction in Decision Table Based on Information Capacity in Rough Set[J];Journal of Anqing Teachers College(Natural Science Edition);2007-04
China Proceedings of conference Full-text Database 10 Hits
1 Lv Siying 1,Liu Zaiwen 1,Wang Xiaoyi 1,Cui Lifeng 2 1.Beijing Technology and Business University,Information Engineering School,Beijing 100037,P.R.China 2.Beijing Technology and Business University,Chemistry and Environment Engineering School,Beijing 100037,P.R.China;Short-Term Predicting Model for Water Bloom Based on Elman Neural Network[A];[C];2008
2 GONG Jinhong,YANG Hui,ZHONG Lusheng School of Electronics and Electrical Engineering,East China Jiaotong University,Nanchang 330013,P.R.China;Case-based Reasoning based on Rough Set in Rare-Earth Extraction Process[A];[C];2010
3 XING Jin-Hou2, ZHANG Ming-Xing1 ,LI Xiang-Wei1 (1.College of Mathematics and Information Science, Northwest Normal University;2.Department of Computer Engineering Lanzhou Polytechnical College);The research of the Classification modeling preprocessing based on The Rough Set Theory[A];[C];2006
4 Zhu Chuanjun Chang Zhibin Dept. of Mechanical Engineering, Hubei Automobile Industries Institute. Shiyan, 442002;A Review of Uncertain Information on Floor Shop[A];[C];2006
5 You Feng-he Huang Zhang-can Sun Yan-fei Mao Tian-xiang (Department of Measurement and Control,Wuhan University of Science and Technology,Wuhan 430070);Applying Reduction Algorithm of Rough Set in Eddy Current Sensor Design[A];[C];2007
6 Xianzhong Zhou~(1,2),Huaxiong Li~1 (1.School of Management and Engineering,Nanjing University,Nanjing,210093,China; 2.State Key Lab.for Novel Software Tecnology,Nanjing University,Nanjing,210093,China);Risk Preference Decision Model Based on DTRS[A];[C];2009
7 WANG Jun-xia, YANG Hui-zhong Research Center of Control Theory and Control Engineering, Southern Yangtze University, Wuxi 214122, China;Knowledge reduction approach of rough set theory by using genetic algorithm[A];[C];2005
8 HUANG. Bing,ZHOU Xian-zhong,SHI Ying-chun Department of Computer Science and Technology,Nanjing Audit University, Nanjing 210029,China; Department of Automation, Nanjing University of Science & Technology, Nanjing 210094, China;School of Engineering Management, Nanjing University, Nanjing 210093, China;Simulation Centre, Communication Command Institute of PLA,Wuhan 430010,China.;Upper/lower approximation reduction based on tolerance relation[A];[C];2005
9 LIN Yan, SHEN Dong-ri, MA Jun-jie, LI Hong-bo (Institute of Information and Engineering. Liaoning University of Petroleum and Chemical Technology, Fushun 113001, China.;Application and Studying of Rough Set Theory in Drawing the Characteristic Parameters of Neural Network[A];[C];2006
10 WANG Hong-yan~1 ZHU Feng~(2a) ZHANG Xue-feng~(2a) LI Yu-qian~3 AN Shuang~(2a) XU Xin-he~(2b) 1.Department of Basic Course,Liaoning Institute of Science and Technology,Benxi 117100,China; 2a.College of Science, 2b.College of Information Science and Engineering,Northeastern University,Shenyang 110004,China; 3.College of Mathematics and Computer,Xiangtan University,Xiangtan 411105,China.;Realization for evaluating function of Chinese chess computer game based on RNN[A];[C];2007
Chinese Journal Full-text Database 10 Hits
1 LI Yun-long1,ZHANG Yi-fei2(1 Zhejiang Provincial Transportation Engineering Construction Corp.Ltd.,Hangzhou 310003,China;2 Hangzhou Guohai Coastal and Offshore Engineering Survey,Design and Research Institute,Hangzhou 310012,China);Renovated safety management assessment model for enterprise-setting-up based on interval numbers[J];Journal of Safety and Environment;2007-05
2 LI Xiaohong et al.[;Intelligent Back Analysis of Tunnel Rock Displacement and Its Application[J];Underground Space;2001-04
3 KANG Zhi-qiang1,ZHOU Hui2,FENG Xia-ting1,2,YANG Cheng-xiang1(1.School of Resources and Civil Engineering,Northeastern University,Shenyang 110004,China;2.Institute of Rock and Soil Mechanics,Chinese Academy of Science,Wuhan 430071,China);Extenics Theory Evaluation of Underground Tunnel Rock Quality[J];Chinese Journal of Underground Space and Engineering;2008-02
4 Liu Baoguo (College of Civil Engineering and Architecture, Northern Jiaotong University, Beijing 100044) Sun Jun (Department of Geotechnical Engineering, Tongji University, Shanghai 200092);Identification of Rheological Constitutive Model of Rock Mass and Its Application[J];JOURNAL OF NORTHERN JIAOTONG UNIVERSITY;1998-04
5 QIU Dao-hong,CHEN Jian-ping,QUE Jin-sheng,AN Peng-chengCollege of Construction Engineering,Jilin University,Changchun 130026,China;Evaluation of Tunnel Rock Quality with Routh Sets Theory and Artificial Neural Networks[J];Journal of Jilin University(Earth Science Edition);2008-01
6 WANG Ji-liang,CHEN Jian-ping,YANG JingCollege of Construction Engineering,Jilin University,Changchun 130026,China;Application of Distance Discriminant Analysis Method in Classification of Surrounding Rock Mass in Highway Tunnel[J];Journal of Jilin University(Earth Science Edition);2008-06
7 LI Tian-bin~(1,2),WANG Rui~31.College of Environment and Civil Engineering,Chengdu University of Technology,Chengdu 610059,China;2.Natinal Lab.of Geological Hazard Prevention,Chengdu 610059, China;3.Southwest Branch of China Airport Construction Company,Chengdu 610202,China;The application of ART1 neural network to the classification of surrounding rocks in tunnels[J];Journal of Chengdu University of Technology(Science & Technology Edition);2006-05
8 CHEN Qiang HUANG Shengxiang WANG Wei(School of Geodesy and Geomatics,Wuhan University,129 Luoyu Road,Wuhan 430079,China);AN EVALUATION INDICATOR OF WAVELET DENOISING[J];Journal of Geomatics;2008-05
9 WANG Xiaoming (Department of Statistics, Shanghai University of Finance and Economics, Shanghai 200433,China);Study on Credit Risk Measurement Methods of Commercial Bank[J];The Study of Finance and Economics;2005-05
10 WU Mengjun,CHEN Zhanggui1,XU Xibin2,ZHAO Mingjie2(1.Chongqing Communications Research & Design Institute,Chongqing 400067,China;2.Chongqing Jiaotong University,Chongqing 400074,China);The present and prospect of highway tunnel surrounding rock stability[J];Journal of Chongqing Jiaotong Institute;2003-02
China Proceedings of conference Full-text Database 1 Hits
【Secondary References】
Chinese Journal Full-text Database 7 Hits
1 WANG Xu-yang(College of Computer and Communication,Lanzhou Univ.of Tech.,Lanzhou 730050,China);Approach to classification rule amalgamation based on multiple data sources[J];Journal of Lanzhou University of Technology;2008-01
2 CHANG Yang-yang(College of Hydraulic&Environmental Engineering,China Three Gorges University,Yichang Hubei 443002,China);Safety Assessment for Hydropower Construction Based on ANN[J];Science Technology and Industry;2013-05
3 YIN Zhi-wei,ZHANG Jian-pei (College of Computer Science and Technology,Harbin Engineering University,Harbin 150001,China);An attribute reduction algorithm Based on a concentration Boolean matrix[J];Journal of Harbin Engineering University;2009-03
4 PENG Qiao-zhen(School of Computing,Nanchang Hangkong University,Nanchang,Jiangxi 330063,china);Application of Rough Set Theory in Social Insurance DSS[J];Journal of Nanchang Hangkong University(Natural Science);2009-01
5 LI Shu-yang1,2,YUAN Xue-hai2(1.School of Control Science and Engineering Dalian University of Technology,Dalian 116018,China;2.School of Control Science and Engineering,Dalian University of Technology,Dalian 116024,China);Teaching Quality Evaluation Based on the Rough Set Theory[J];Journal of Jiangnan University(Natural Science Edition);2013-04
6 CAO Hui-ling ZHAO Ming QU Chun-gang XUE Peng(College of Aeronautical Engineering,Civil Aviation University of China,Tianjin300300,China);Research on Application of Reliability Data in Fault Diagnosis of Civil Aircraft[J];China Safety Science Journal;2011-10
7 WANG Biao,ZHAO Jun-lan,YU Shu-jun,YANG Li-jun(Department of Computer Information Management,College of Inner Mongolia Finance and Economics,Huhhot 010051,China);A Heuristic Algorithm of Rough Set's Reductions and Core Based on Fuzzy Set's Knowledge[J];Journal of Zhengzhou University(Natural Science Edition);2007-03
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 YE Dong-yi, HUANG Cui-wei, ZHAO Bin (Department of Computer Science and Technology, Fuzhou University, Fujian Fuzhou 350002, China);An Algorithm for Attributes Reduction in Rough Set Based on Approximation Quality[J];JOURNAL OF FUZHOU UNIVERSITY(NATURAL SCIENCES EDTION);2000-01
2 Wang Jue(Institute of Automation, Academia Sinica, Beijing 100080);Rough Set Reduction and Data Enriching[J];HIGH TECHNOLOGY LETTERS;1997-11
3 CHENG Xiao Chun JIANG Yun Fei (Department of Computer Science,Jilin University,Changchun 130023);PARADOXES ON PREFERENTIAL IMPLICATIONS[J];JOURNAL OF COMPUTER RESEARCH AND DEVELOPMENT;1997-02
4 LIU Yan  DONG Zhan Qiu  HAN Cheng De  (Institute of Computing Technology,Chinese Academy of Sciences,Beijing 100080)  (School of Graduates,University of Science & Technology of China, Beijing 100039);THE APPLICATION OF PHYSICAL COMPUTATION——TSP SOLUTION[J];JOURNAL OF COMPUTER RESEARCH AND DEVELOPMENT;1997-02
5 ;Incremental learning based on Variable Precision Rough Set Model[J];Computer Science;1999-01
6 LIU Dayou; LI Yuefeng(Department of Computer Science, Jilin University, Changchun 130023);THE INTERPRETATION OF GENERALIZED EVIDENCE THEORY[J];Chinese Journal of Computers;1997-02
7 Cheng Xiaochun and Liu Xuhua(Department of Computer Science,Jilin University, Changchun 130023);HANDLING UNCERTAIN KNOWLEDGE IN FUZZY LOGIC (Ⅰ)THE RATIONALITY OF FUZZY IMPLICATIONS[J];CHINESE JOURNAL OF COMPUTERS;1996-12
8 Cheng Xiaochun and Liu Xuhua(Department of Computer Science,Jilin University,Changchun 130023);HANDLING UNCERTAIN KNOWLEDGE IN FUZZY LOGIC (Ⅱ)FUZZY INFERENCE OF TABLEAU STYLE[J];CHINESE JOURNAL OF COMPUTERS;1996-12
9 Wang Jue Miao Duoqian Zhou Yujian (Institute of Automation. Chinese. Academy of Sciences. Bejing 100080);ROUGH SET THEORY AND ITS APPLICATION: A SURVEY[J];Pattern Recognition and Artificial Intelligence;1996-04
10 Miao Dtioqian, Wang Jue (AI Lab of Inst of Automation, Chinese Academy of Sciences, Beijing 100080);ON THE RELATIONSHIPS BETWEEN INFORMATION ENTROPY AND ROUGHNESS OF KNOWLEDGE IN ROUGH SET THEORY[J];Pattern Recognition and Artificial Intelligence;1998-01
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved