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《Journal of Chongqing Institute of Technology(Natural Science Edition)》 2007-09
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Constructing Method for Decision Trees Based on Rough Sets

WEI Ping-ping(Department of Mathematics and Computer Science,Guizhou Institute of Education, Guiyang 550003,China)  
During constructing a decision,how to select classified attributes influences the effect of classification.This paper introduces a new way for selecting attributes,called Sets Classify Roughness,which is based on Rough sets theory and the characteristic of the decision tree and can elevate the level of leaf node to a degree when the total number does not change.
【Fund】: 广东省科学技术项目(05003348)
【CateGory Index】: TP18;TP311.13
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【References】
Chinese Journal Full-text Database 1 Hits
1 ZHANG Xue-you1,MIAO Qiang2,MAO Jun-jun1,2 (1.School of Mathematics and Computation Science,Anhui University,Hefei 230039,China;2.Ministry of Education Key Laboratory of Intelligent Computing & Signal Processing,Anhui University,Hefei 230039,China);A Calculation Method of Fractal Dimension Based on Roughness[J];Computer Technology and Development;2010-05
【Citations】
Chinese Journal Full-text Database 2 Hits
1 JIANG Yun~(1,2),LI Zhan-huai~1, ZHANG Qiang~2,LIU Yang~1 (1. College of Computer Science, Northwest Polytechnical University , Xi’an Shaanxi 710072, China) 2. College of Mathematics and Information Science, Northwest Normal University, Lanzhou Gansu 730070, China);New method for constructing decision tree based on rough sets theory[J];Computer Applications;2004-08
2 QIAO Mei, HAN Wen-xiu ( School of Management, Tianjin University , Tianjin 300072, China; Department of Computer Science and Engineering, Tianjin University of Technology, Tianjin 300191 , China);Decision Tree Algorithm Based on Rough Set[J];Journal of Tianjin University;2005-09
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 Gan Juan;Design of Students Comprehensive Assessment System Based on Decision Tree Algorithm[J];Journal of Anhui Vocational College of Electronics & Information Technology;2011-04
2 ZHOU Yu-hua1,LI Jing-jie2(1.Department of Mathematics and Computer Science,Xinyang Vocational and Technical College,Xinyang 464000,China;2.School of Mathematics and Information Science,Xinyang Normal University,Xinyang 464000,China);A method of attribute reduction for incomplete decision tables[J];Journal of Anhui University(Natural Sciences);2009-04
3 GUO You-qiang,HU Xue-gang(School of Computer and Information,Hefei University of Technology,Heifei 230009,China);Resovling Maximal Frequent Itemsets Efficiently Based on Item Increasing Algorithm[J];Journal of Anhui Science and Technology University;2006-06
4 ZHANG You-zhi,QIAN Meng,CHENG Yu-sheng(School of Computer & Information,Anqing Teachers' College,Anqing 246011,China);Research on Web Log Mining Method Based on Association Rule[J];Journal of Anqing Teachers College(Natural Science Edition);2006-01
5 CAI Jing-wei,CHEN Shi-lian (Foundation Department,Jiangsu Polytechnic College of Agriculture and Forestry,Zhenjiang 212400,China);Roughness in Random Approximate Space and the Rough Equivalent Based on Random Set[J];Journal of Anqing Teachers College(Natural Science Edition);2008-02
6 PENG Li-fen1,2,CHENG Jun-sheng1,2,HU Xue-gang2(1.Anhui Vocational college of Electronics and Information Technology,Bengbu,Anhui 233000,China; 2.Hefei University of Technology,Hefei,Anhui 230009,China);Research on Decision Tree Algorithm Based on Rough Set[J];Journal of Anqing Teachers College(Natural Science Edition);2012-01
7 XU Wei (College of Science,Xi'an Jiaotong University,Xi'an 710049,China);New Methods of Knowledge Discovering in Incomplete Information Systems[J];Journal of Baoding Teachers College;2005-02
8 Cao Danyang Li Jinhong Wei Jinqiang Zhang Yanfang (College of Information Engineering,North China Univ.of Tech.,100041,Beijing,China);CET-4 Grade Performance Analysis Based on Decision Tree[J];Journal of North China University of Technology Beijing China;2007-01
9 ZHONG Yan,GUO Yusong(State Key Laboratory of Rail Traffic Control and Safety,Beijing Jiaotong University,Beijing 100044,China);Research of Applying Data Mining in Segmentation of Railway Freight Customers[J];Journal of Beijing Jiaotong University;2008-03
10 Yu Hua (Business School,Shanxi University Taiyuan 030031);Knowledge Reduction in Numerical Information System Based on Neighborhood Granulation[J];Office Informatization;2011-10
China Proceedings of conference Full-text Database 10 Hits
1 Zhou Yantao1,2,Tang Jianbo1,Wang Jiaqin1 1.College of Electrical and Information Engineering,Hunan University,Changsha 410082,P.R.China 2.Information and Electrical Engineering College,Naval Engineering University,Wuhan 430033,P.R.China;An Improved TFIDF Feature Selection Algorithm Based On Information Entropy[A];[C];2007
2 Zhao Yunpeng Shi Li Liu Ying(Polytechnic School of Shenyang Ligong University,Fushun 110168,China);University based on data mining analysis and application of the scale[A];[C];2011
3 Wang Hao Cao YongFeng Sun Hong (Laboratory of Signal Processing and Modern Communication,Wuhan University,430079,Wuhan,China);Clustering Analysis Based on Watershed Transform[A];[C];2005
4 MENG Shao-peng LUO Hong-yun LI Sheng (School of Material Science and Engineering,Beijing University of Aeronautics and Astronautics,Beijing 100083,China);Automobile Reliability Analysis Method Based on Data Mining[A];[C];2007
5 Su Hongsheng (Information and Electrical Engineering Institute, Lanzhou Jiaotong University, Lanzhou 730070, China);Multi-area parallel neural classifiers for substation fault diagnosis based on rough set theory[A];[C];2005
6 YANG Ji-jun ZHU Pei-dong;Application of Association Rules Mining Technology in Honeypot System[A];[C];2009
7 ZHU Pan CHEN Yuexin (Computer School of National University of Defense Technology,Changsha 410073);Application of Apriori algorithm in appraising credit degree of joined persons[A];[C];2009
8 ZHANG Min LUXiang-yan ZHOUMin PANLin-linNONG Dong-dong WANG Bin-bin CHEN Xiao-jiang (College of Computer, Electronics and Information, Guangxi University, Nanning 530004);The Application of Data Mining in the Intellectual Test-Base System[A];[C];2004
9 ZHU Meimei,ZHOU Xianzhong (School of Management Science and engineering,Nanjing University,Nanjing,210093);The Report of Index Reduction of Jiangsu Province Association[A];[C];2009
10 LIN Yun (Colleage of Information Engineering,Capital Normal University Beijing 100048);Application of Inventory Management based on Rough Set theory[A];[C];2009
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 FU Ang1,WANG Guo-yin1,HU Jun1,2(1.College of Computer Science and Technology,Chongqing University of Posts and Telecommunications,Chongqing 400065,P.R.China;2.College of Electrical Engineering,Xidian University,Xi' an 710071,P.R.China);Information entropy based attribute reduction algorithm in incomplete information systems[J];Journal of Chongqing University of Posts and Telecommunications(Natural Science Edition);2008-05
2 MIAO Duo Qian ①② and HU Gui Rong ① ①(Department of Mathematics, Shanxi University, Taiyuan\ 030006) ②(National Laboratory of Pattern Recognition,Insitute of Automation,Chinese Academy of Sciences, Beijing\ 100080);A HEURISTIC ALGORITHM FOR REDUCTION OF KNOWLEDGE[J];JOURNAL OF COMPUTER RESEARCH AND DEVELOPMENT;1999-06
3 WANG Guo Yin 1) YU Hong 1),2) YANG Da Chun 3) 1) (Institute of Computer Science and Technology, Chongqing University of Posts and Telecommunications, Chongqing 400065) 2) (Institute of Computer Science and Engineering,;Decision Table Reduction based on Conditional Information Entropy[J];Chinese Journal of Computers;2002-07
4 LIU Shao-Hui 1) SHENG Qiu-Jian 1) WU Bin 1,2) SHI Zhong-Zhi 1) HU Fei 3) 1) (Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences, Beijing 100080) 2) (School of Computer Science and Technology, Beijing University of Post and Telecommunication,Beijing 100876) 3) (Department of Physical Education Management, Shanghai Institute of Phisical Education, Shanghai 200438);Research on Efficient Algorithms for Rough Set Methods[J];Chinese Journal of Computers;2003-05
5 XIE Hong~1) CHENG Hao-Zhong~2) NIU Dong-Xiao~3)~1)(Department of Electronic Engineering, Shanghai Maritime University, Shanghai 200135)~2)(Department of Electric Engineering, Shanghai Jiao Tong University, Shanghai 200030) ~3)(Department of Economics & Management, North China Electric Power University, Baoding 071003);Discretization of Continuous Attributes in Rough Set Theory Based on Information Entropy[J];Chinese Journal of Computers;2005-09
6 JIANG Yun~(1,2),LI Zhan-huai~1, ZHANG Qiang~2,LIU Yang~1 (1. College of Computer Science, Northwest Polytechnical University , Xi’an Shaanxi 710072, China) 2. College of Mathematics and Information Science, Northwest Normal University, Lanzhou Gansu 730070, China);New method for constructing decision tree based on rough sets theory[J];Computer Applications;2004-08
7 HE Guo-jian,TAO Hong-cai (School of Computer and Communication Engineering,Southwest Jiaotong University,Chengdu Sichuan 610031,China);Improved algorithm of attribute reduction based on rough sets[J];Computer Applications;2004-11
8 LIU Qi-he, LI Fan, MIN Fan, YE Mao, YANG Guo-wei(College of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu 610054, China. );An Efficient Knowledge Reduction Algorithm Based on New Conditional Information Entropy[J];Control and Decision;2005-08
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 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
【Secondary Citations】
Chinese Journal Full-text Database 4 Hits
1 Wang Xizhao You Ziying(Machine Learning Center,Faculty of Mathematics and Computer Science,Hebei University,Baoding071002);A Brief Survey of Methods for Decision Tree Simplification[J];Computer Engineering and Applications;2004-27
2 Hong Jiarong; Ding Mingfeng; Li Xingyuan and Wang Liwei (Department of Computer Soience and Engineering, Harbin Insititute of Technology. Harbin 150001);A NEW ALGORITHM OF DECISION TREE INDUCTION[J];CHINESE JOURNAL OF COMPUTERS;1995-06
3 GUO Honglei\ YAO Tianshun(Department of Computer Science\ Northeastern University\ Shenyang\ 110006);MODELING TEMPORAL SEMANTICS INFORMATION FOR NATURAL LANGUAGE[J];JOURNAL OF SOFTWARE;1997-06
4 LIU Xiao hu\ LI Sheng(Department of Computer Science\ Harbin Institute of Technology\ Harbin\ 150001);An Optimized Algorithm of Decision Tree[J];JOURNAL OF SOFTWARE;1998-10
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