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《Journal of Anhui Agricultural Sciences》 2009-30
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The Warning Model of Melon Thrips Based on k-mean Clustering Combining Fuzzy Association Rules Algorithm

CHEN Zhi-min et al (Center of Experimental Teaching for Common Basic Courses,South China Agricultural University,Guangzhou,Guangdong 510642)  
[Objective] The aim of the study was to improve warning effect of melon thrips diseases and insect pests.[Method]The warning model of melon thrips by k-mean Clustering was firstly established.Considering the challenge of quantity of samples that were difficult to classify in the process of k-mean Clustering,an iterative algorithm combining fuzzy association rules was discussed.[Result] The study showed that the warning accuracy of k-mean Clustering combining fuzzy association rules provided a higher accuracy rate than that of nearest Neighbor Clustering,k-means Clustering and Support Vector Machine in the same condition.[Conclusion] k-mean Clustering combining fuzzy association rules algorithm could effectively improve warning accuracy rate.
【Fund】: 华南农业大学校长基金项目(2007K017)
【CateGory Index】: S433
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【Citations】
Chinese Journal Full-text Database 10 Hits
1 REN Chun-feng1,2,LI Miao1 1.Institute of Intelligent Machines,Chinese Academy of Sciences,Hefei 230031,China 2.School of Information Science and Technology,University of Science and Technology of China,Hefei 230027,China;Study of fitness function in pest forecasting based on genetic programming[J];Computer Engineering and Applications;2007-06
2 PENG Xiao-qin, YANG Jing-feng, HU Yue-ming, LI Jian-hua, JIA Zheng-lei (South China Agricultural University, Guangzhou 510642, China);The Forecast of Flea Beetle Based on Semi-supervised Learning Method[J];Journal of Agricultural Mechanization Research;2008-03
3 Zhang Jianbing, Zhu Yeping (Computer Center, Chinese Academic of Agricultural Sciences, Beijing 100081)//SSCSA,2000,16(4):283~285;Diseases and pest insects forecast by fuzzy rules[J];System Sciemces and Comprehensive Studies In Agriculture;2000-04
4 Wu Xiaofang1, Bao Shitai1, Hu Yueming1, Wang Changwei1, Xu Zhiyong2 (1.College of Information, South China Agricultural University, Guangzhou 510642, China; 2.Bureau of Urban Utilities and Landscaping of Guangzhou Municipality, Guangzhou 510060, China);Buildup and application of multi-factor spatial interpolation model in the monitoring and warning system for crop diseases and insect pests[J];Transactions of the Chinese Society of Agricultural Engineering;2007-10
5 Zhang Gufeng1,3,Zhu Yeqin2,Zhai Baoping1※(1.College of Plant Protection,Nanjing Agricultural University,Nanjing 210095, China;2.Plant Protection Station of Jiangsu Province,Nanjing 210013,China;3.Plant Protection Station of Tongzhou City,Nantong 226300,China);WebGIS-based warning information system for crop pest and disease[J];Transactions of the Chinese Society of Agricultural Engineering;2007-12
6 Yang Jingfeng1,Xue Yueju1,Hu Yueming2,Chen Zhimin3,Chen Qiang2,Bao Shitai2 (1.Key Laboratory of Key Technology for South Agricultural Machine and Equipment,Ministry of Education;College of Engineering,South China Agricultural University,Guangzhou 510642,China;2.College of Information,South China Agricultural University,Guangzhou 510642,China;3.Center of Experimental Teaching for Common Basic Courses,South China Agricultural University,Guangzhou 510642,China);Land evaluation method based on association rules and fuzzy decision[J];Transactions of the Chinese Society of Agricultural Engineering;2008-05
7 Xiong Xuemei Ji Changying (Nanjing Agricultural University) Claudio Moraga(University of Dortmund);Parametric Fuzzy Neural Network Based on Genetic Algorithm Configured for Plant Disease Prediction[J];Transactions of The Chinese Society of Agricultural Machinery;2004-06
8 LI Zuo Yong 1,PENG Li Hong 2 (1.Chengdu Institute of Meteorology,Chengdu 610041,China;2.Research Center of Environment Sciences,Xiamen University,Xiamen 361005,China);Prediction model of agricultural plant diseases and insect pests based on artificial neural network and its verification[J];Acta Ecologica Sinica;1999-05
9 HU Xiao- ping,LIANG Cheng- hua,YANG Zhi- wei,LI Zhen- qi (College of Plant Protection,Northwest Science and Technology University of Agriculture and Forestry,Yangling,Shaanxi 71 2 1 0 0 ,China);Development and application of the BP neural network prediction system on plantdiseases and pests[J];Journal of Northwest Sci-Tech University of Agriculture and Forestry;2001-02
10 YANG Jing-feng,XUE Yue-ju,HU Yue-ming,CHEN Zhi-min,CHEN Qiang (South China Agricultural University,Guangzhou 510642,China);Grouping fuzzy decision based on simplified fuzzy classification association rules[J];Systems Engineering-Theory & Practice;2008-03
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 LIU Nai-sen et al (Biology Department of Huaiyin Teachers College,Huaian,Jiangsu 223300);Artificial Neural Network and its Application in Plant Protection[J];Journal of Anhui Agricultural Sciences;2006-23
2 LIU Nai-sen et al (Biology Department of Huaiyin Teachers College,Huaian,Jiangsu 223300);Application of BP Neural Network in Prediction of Plant Diseases and Insects[J];Journal of Anhui Agricultural Sciences;2007-25
3 LIAO Yan-ling (Liuzhou Vocational & Technical College,Liuzhou,Guangxi 545005);Application of Fuzzy Clustering Technique in the Information Analysis of Sugarcane Growers[J];Journal of Anhui Agricultural Sciences;2007-28
4 LIU Ya-feng et al(Yanan Vocational and Technical College,Yanan,Shaanxi 716000);Research Development and Method of Chinese Agricultural Ecology[J];Journal of Anhui Agricultural Sciences;2007-29
5 LI Ting et al (Zhongshan Torch Vocational College,Zhongshan,Guangdong 528436);Study on the Early Warning Model of Phyllotreta striolata Based on the Maximum Likelihood Integration[J];Journal of Anhui Agricultural Sciences;2008-25
6 ZHANG Shuai et al(Center of Information Technology in Agriculture,Shanghai Academy of Agriculture Sciences,Shanghai 201106);Application of Information Technology in Spatial-temporal Dynamic Simulation of Insect Pests[J];Journal of Anhui Agricultural Sciences;2009-07
7 WAN Ya-qi~(1,2),HOU Ya-rong~1,WANG Yong~1,ZHANG Shu-jie~1 (1.College of Computer Sciences,Beijing University of Technology,Beijing 100124,China; 2.Department of Information,Beijing Education Examinations Authority,Beijing 100083,China);Research and Implementation on Education and Examination Data Mining System[J];Journal of Beijing University of Technology;2009-05
8 AN Ying~(1,2)(1.College of Computer Sciences of Beijing University of Technology,Beijing 100022,China;2.Institute of Tourism of Beijing Union University 100101,China);Mining Interest Set_- Weighted Association Rules Based on Algorithm Apriori[J];Journal of Beijing Union University(Natural Sciences);2008-04
9 ZHOU Man ZHOU Mingquan(College of Infomation Science and Technology,Beijing Normal University,100875,Beijing,China);AUTOMATIC RICE PEST INSECTS SECOGNITION BASED ON BP NEURAL NETWORK[J];Journal of Beijing Normal University(Natural Science);2008-02
10 YU Yang,XUE Li-mei,NIE Yi-chen (Chengdu University of Information Technology, Chengdu 610041, China);Prediction of pollutant concentration using artificial neural network and its verification[J];Journal of Chengdu University of Information Technology;2004-01
China Proceedings of conference Full-text Database 5 Hits
1 XIAO Jian SHEN Cai-Xia;Discusses the technical aspect of data mining[A];[C];2008
2 Li Zhenfa~1,Qian Jianping~2,Li Ming~2,Liu Devi~1,Yang Xinting~(2※) (1.Tianjin Climate Center,Tianjin 300074,China; 2.National Engineering Research Center for Information Technology in Agriculture,Beijing 100097,China);Agrometeorological information publication system based on ArcIMS[A];[C];2008
3 Chen Yuanyuan~(1,2) Li Xiao~(1,2) Tian Erming~(1,2) (1 Key Laboratory of Instrumentation & Dynamic Measurement, Ministry of Education, North University of China; 2 Photoelectric Information and Equipment Engineering Research Centers, Taiyuan 030051,Shanxi);A Method Based on Rough Set and BP Neural Network for the Car's Plate Character Recognition[A];[C];2008
4 LI Jin-ze YE Xiao-jun School of Software, Tsinghua University, Beijing, 100084 China;State-of-the-art in Association Rules Mining Algorithms[A];[C];2007
5 Chen Bo Dong Peng Shao Yong (Department of Information Engineering, Dalian University, 116622);Survey based on Apriori Algorithm and it’s Improved[A];[C];2008
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 Ding Kejian Tan Genjia Hu Guangbao Li Gaofeng (Department of Plant Protection,Anhui Agricultural University,Hefei 230036);The Development of An Expert System for Diagnose, Forecast and Control of Major Rice Diseases[J];JOURNAL OF ANHUI AGRICULTURAL UNIVERSITY;1998-02
2 GUO Na1,2,GUO Ke1,WU Jin-lu3, HE Yong31.College of Information Management,Chengdu University of Technology,Chengdu 610059,China;2.School of Earth Sciences & Resources,China University of Geosciences,Beijing 100083,China;3.Sichuan Department of Land and Resources,Chengdu 610081,China;Application of the grey related theory to land evaluation[J];Journal of Chengdu University of Technology(Science & Technology Edition);2007-06
3 Xiang Weiguo;Yu Haitao Hu yi(Chengdu Istitute of Meteorology)He Shulin;He Ming ;He Zhongquan(Institute of Plant Protection ,Sichuan Academy of Agricultural Siences);FOREACAST OF THE QUANTITY AND INTENSITY OF PLANT HOPPER OCCURRENCE USING THE NEURAL NETWORK METHOD[J];JOURNAL OF CHENGDU INSTITUTE OF METEOROLOGY;1995-02
4 Chen Jun ①, Zhao Renliang ②① (① National Geomatics Center of China, Zhizhuyuan, Beijing, 100044, China) (② Institute of Surveying and Mapping, Central South University of Technology, Changsha,410083,China);Spatial relations in GIS: a survey on its key issues and research progress[J];ACTA GEODAETICA ET CARTOGRAPHIC SINICA;1999-02
5 LI Xin, CHENG Guodong, LU Ling (Cold and Arid Regions Environment and Engineering Research Institute, Chinese Academy of Sciences, Lanzhou 730000, China);COMPARISON OF SPATIAL INTERPOLATION METHODS[J];ADVANCE IN EARTH SCIENCES;2000-03
6 Xing Songyin Wang Shitong (Dept. of Comp. Sci. and Techn.,East China Ship Building Institute,Zhenjiang 212003);Pi-SIGMA NEURAL NETWORK BASED SUGENO-TAKAGI FUZZY SYSTEM USED FOR MODELLING DATA ASSOCIATION COMPUTATION PROBLEM[J];;1999-01
7 HUO Ai-di~1,ZHANG Guang-jun~1,WU Su-li~2,CHAO Xiao-fei~2(1.College of Environment and Resource,Northwest A & F University, Yangling,Shaanxi 712100,China;2.College of Information Engineering,Northwest A & F University,Yangling,Shaanxi 712100,China);Design and application of the information system of soil recommendation fertilization[J];Agricultural Research in the Arid Areas;2006-06
8 Zhang Ping (Changchun University of Science and Technology, Changchun 130026) Liu Gaohuan (LERIS, Institute of Geography, CAS, Beijing 100101) Xing Lixin (Changchun University of Science and Technology, Changchun 130026);AN AGRICULTURAL LAND RESOURCE DYNAMIC EVALUATION MODEL STUDY[J];REMOTE SENSING FOR LAND & RESOURCES;2000-01
9 XUE Yue-ju~1,HU Yue-ming~2,YANG Jing-feng~1,CHEN Qi-chang~1 (1 College of Engineering,South China Agric.Univ.,Guangzhou 510642,China;2 College of Information,South China Agric.Univ.,Guangzhou 510642,China);Guangdong Province Land Resource Evaluation Based on Probabilistic Neural Networks[J];Journal of South China Agricultural University;2006-03
10 CAO Hong Qing, KANG Li Shan, and CHEN Yu Ping (State Key Laboratory of Software Engineering, Wuhan University, Wuhan 430072);A HYBRID EVOLUTIONARY MODELING ALGORITHM FOR DYNAMIC SYSTEMS[J];JOURNAL OF COMPUTER RESEARCH AND DEVELOPMENT;1999-08
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