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《Journal of Chongqing University of Posts and Telecommunications(Natural Science)》 2007-S1
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Review of incremental learning

WANG Li, ZHANG Xi-ping, GUO Lin (College of Computer Science and Telchnology,Chongqing University of Posts and Telecommunications,Chongqing 400065,P. R. China)  
In recent years, many rough set based algorithms for computing the smallest or smaller reduction of attributes and knowledge acquisition are developed. They are almost based on static data. However, real databases are always dynamic. In order to find a minimal set of rules for a decision table, the classical method cannot effectively deal with new instances added to the universe, because of recalculation for the overall set of instance. Incremental learning of dynamic databases is very necessay.
【CateGory Index】: TP182
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【Citations】
Chinese Journal Full-text Database 10 Hits
1 Bian Xuehai (Dept.of Electronics and Information,East China Shipbuilding Institute,Zhenjiang.Jiangsu,212003);An Incremental Algorithm for Learning Certain Rules from lnconsistent Examples[J];JOURNAL OF EAST CHINA SHIPBUILDING INSTITUTE;1998-01
2 LIU Kai di, PANG Yan jun, WANG Yi nao (Hebei Institute of Architectural Science & Technology, Handan 056038, China);An incremental algorithm of extracting rules in the rough set[J];JOURNAL OF HEBEI INSTITUTE OF ARCHITECTURAL SCIENCE AND TECHNOLOGY;2001-03
3 LUO Bin, ZHOU Zhi\|Hua, CHEN Zhao\|Qian, and CHEN Shi\|Fu (State Key Laboratory for Novel Software Technology,Nanjing University,Nanjing\ 210093);INDUCE: AN INCREMENTAL DECISION TREE ALGORITHM[J];JOURNAL OF COMPUTER RESEARCH AND DEVELOPMENT;1999-05
4 ;Incremental learning based on Variable Precision Rough Set Model[J];Computer Science;1999-01
5 GONG Xiu Jun LIU Shao Hui SHI Zhong Zhi (Key Laboratory of Intelligent Information Processing, Institute of Computing Technology, Chinese Academy of Sciences, Beijing 100080);An Incremental Bayes Classification Model[J];Chinese Journal of Computers;2002-06
6 WANG Zhi Hai HU Ke Yun HU Xue Gang LIU Zong Tian ZHANG Dian Cheng (Artifical Intelligence Applications Institute, Hefei University of Technology, Hefei 230009);GENERAL AND INCREMENTAL ALGORITHMS OF RULE EXTRACTION BASED ON CONCEPT LATTICE[J];CHINESE JOURNAL OF COMPUTERS;1999-01
7 XING Nai ning 1,SUN Zhi hui 2 (1.College of Mathematics & Science,Nanjing Normal University,Nanjing Jiangsu 210097;2.Dept. of Computer Sinence & Engineering Southe ast University,Nanjing Jiangsu 210096,China);An Incremental Genetic Algorithm Based Data Mining Method for Discovering Classification Rules[J];Application Research of Computers;2001-11
8 ZUO Min, GUO Cheng-cheng, YAN Pu-liu(School of Electronic Information,Wuhan University,Wuhan 430072,Hubei,China);A New Incremental Rule-Extracting Algorithm Based on Rough Sets[J];Wuhan University Journal(Natural Science Edition);2002-03
9 YANG Xue bing GAO Jun bo CAI Qing sheng (Department of Computer Science and Technology, University of Science and Technology of China Hefei 230027);INCREMENTAL UPDATING ASSOCIATION RULE MINING ALGORITHM[J];MINI-MICRO SYSTEMS;2000-06
10 YU Dong-jun1, WANG Shi-tong2, YANG Jing-yu1 1 (Department of Computer, Nanjing University of Science and Technology, Nanjing 210094, China) 2 (School of Information Engineering, Southern Yangtse University, Wuxi 214003, China);An Incremental Rule Extraction Algorithm[J];Mini-micro Systems;2004-01
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 WANG Xu,MA Yuan(School of Computer Science and Engineering,Anshan University of Science and Technology,Anshan 114044,China);Algorithm for tapping association rule based on concept lattice[J];Journal of Anshan University of Science and Technology;2006-01
2 CHEN Jingnian1,2,HUANG Houkuan1,YANG Liping1,2,TIAN Fengzhan1 (1.School of Computer and Information Technology,Beijing Jiaotong University, Beijing 100044,China;2.Dept.of Information and Computing Science,Shandong University of Finance,Jinan,250014,China);Distribution-Based Selective Classifiers for Incomplete Data[J];Journal of Beijing Jiaotong University;2008-02
3 YANG Xuebing, CAI QingshengComputer Science Department, Anhui University of Technology, Ma'an shan 243002, ChinaComputer Science Department, University of Science and Technology of China, Hefei 230027, China;Algorithms for Data Cube-Based Intra-dimensional Association Rules Mining[J];Journal of University of Science and Technology Beijing;2003-01
4 WANG Jian-lin,WANG Xue-ling(Department of Computer Science,Binzhou University,Binzhou 256603,China);Choose Root Tree Algorithm Based TAN Classifiers[J];Journal of Binzhou University;2008-03
5 DONG Li-yan~(1a),LIU Guang-yuan~(1b),YUAN Sen-miao~(1a),LI Yong-li~2,SUN Ming-hui~(1a)(1a.College of Computer Science and Technology,Jilin University,Changchun 130012,China;1b.College of Communication Engineering,Jilin University,Changchun 130022,China;2.College of Computer,Northeast Normal University,Changchun 130024,China);Mixed Naive Bayes Classifier Model[J];Journal of Jilin University(Information Science Edition);2007-01
6 WANG Jun1,LIU Huai-Sheng 2 (1.Huainan normal university,Huainan,Anhui,232001;2.Gas utilization branch Huainan mining group corporation,Huainan, Anhui,232001);A selected and weighted naive bayes classifier[J];Journal of Hunan University of Arts and Science(Science and Technology);2008-01
7 YU Xin1 (1 School of Remote Sensing Information Engineering, Wuhan University, 129 Luoyu Road,Wuhan 430079,China);A New Method about Bayesian Network with Hidden Nodes[J];Science and Technology Information of Surveying and Mapping;2008-02
8 ZHANG Ming-wei1,2,WANG Bo1,ZHANG Bin1,ZHU Zhi-liang2 (1.School of Information Science & Engineering,Northeastern University,Shenyang 110004,China;2.School of Software,Northeastern University,Shenyang 110004,China.);Weighted Naive Bayes Classification Algorithm Based on Correlation Coefficients[J];Journal of Northeastern University(Natural Science);2008-07
9 JIANG Zhiquan, CHEN Yan(Computer Science & Technol. College,Dalian Maritime Univ., Dalian 116026,China);Research of an association rules discovering model based on Genetic Algorithm[J];Journal of Dalian Maritime University;2003-03
10 ;Achievement of Adult Recruit Student Evaluation System Based on Rough Set[J];COMPUTER DEVELOPMENT & APPLICATIONS;2000-06
China Proceedings of conference Full-text Database 7 Hits
1 HAN Xie,ZHANG Yuan,YANG Xiaowen Department of Computer Science and Technology,North University of China,Taiyuan 030051;The Constructing Algorithm of Classification Knowledge Model Based on Information Entropy[A];[C];2007
2 Zhao Yi, ShiPengfeiInstitute of Image Processing & Pattern Recognition, Shanghai Jiaotong University, Shanghai200030;A Method to Quickly Construct Concept Lattice[A];[C];2000
3 Jiangping Chen Pingxiang Li (School of Remote Sensing And Information Engineering Wuhan University. Wuhan Hubei 430079) (State key laboratory of Information Engineering in Surveying,Mapping and Remote Sensing Wuhan University, Wuhan Hubei 430079);An Algorithm about Spatial Association Rule Mining based on Ordered Semi Groups Theory[A];[C];2006
4 ;Research of Unknown Virus Detection[A];[C];2006
5 Ma Houfeng Fan Xinghua (Institute of Computer Science and Technology,Chongqing University of Posts and Telecommunications,Chongqing 400065,China);Improved incremental Bayes classification algorithm[A];[C];2007
6 Zhang Sulan Zhang Jifu ( Department of Computer Science and Engineering,Taiyuan Heavy Machinery Institute, 030024) ( School of Electromechanical Engineering, Beijing Institute of Technology, 100081);Classification Mining Model Research on the Merging Theory of Rough set and Concept Lattice[A];[C];2003
7 HU Lihua ZHANG Jifu ZHANG Sulan School of Computer Science and Technology, Tai-Yuan University of Science and Technology, Tai-Yuan 030024;An Extracting Algorithm for Classification Rule based on concept lattice and its Application[A];[C];2006
【Secondary Citations】
Chinese Journal Full-text Database 5 Hits
1 WANG Jian, SHEN Li, and CHAO Ju Fen (Institute of Computing Technology,Chinese Academy of Sciences,Beijing\ 100080);AN EFFICIENT METHOD OF FUZZY RULES GENERATION[J];JOURNAL OF COMPUTER RESEARCH AND DEVELOPMENT;1999-02
2 GONG Xiu-jun, SHI Zhong-zhi (Laboratory of Intelligent Information Processing, Institute of Computing Technology, The Chinese Academy of Sciences, Beijing 100080, China) E-mail: {gongxj,shizz}@ics.ict.ac.cn http://www.ics.ict.ac.cn;Semi-Supervised Web Mining Based on Bayes Latent Semantic Model[J];Journal of Software;2002-08
3 FENG Yu cai\ FENG Jian lin(Department of Computer Science\ Huazhong University of Science and Technology\ Wuhan\ 430074);Incremental Updating Algorithms for Mining Association Rules[J];JOURNAL OF SOFTWARE;1998-04
4 OU YANG Wei min 1,2 CAI Qing sheng 2 1(The Computing Center\ Anhui University\ Hefei\ 230039) 2(Department of Computer Science\ University of Science and Technology of China\ Hefei\ 230027);An Incremental Updating Technique for Discovering Generalized Sequential Patterns[J];JOURNAL OF SOFTWARE;1998-10
5 PEN Zhi gang\ ZHANG Ji hui\ XU Xin he (Control & Simulation Center, Northeasterh University, Shenyang\ 110006);KNOWLEGE ACQUISITION BASED ON GENETIC ALGORITHMS AND ITS APPLICATION TO FAULT DIAGNOSIS[J];INFORMATION AND CONTROL;1999-05
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