| 基于仿生学的空间数据挖掘技术发展与应用 |
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| 引用本文： | 刘海涛,元昌安,李桂来. 基于仿生学的空间数据挖掘技术发展与应用[J]. 广西师范学院学报(自然科学版), 2009, 26(2): 91-96 |
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| 作者姓名： | 刘海涛 元昌安 李桂来 |
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| 作者单位： | 广西师范学院资源与环境科学学院,山东,临沂,276005;临沂师范学院信息学院,山东,临沂,276005 |
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| 摘 要： | 分析了仿生学应用于空间数据挖掘的必要性及可行性;阐述了神经网络、遗传算法和基因表达式编程的应用研究;探讨了空间数据挖掘仿生学方法以及空间数据挖掘仿生学方法的未来发展.
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| 关 键 词： | 空间数据挖掘 仿生学 神经网络 遗传算法 基因表达式编程 |
The Development and Application of Spatial Data Mining Technology Based on Bionics |
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| LIU Hai-tao,YUAN Chan-gan,LI Gui-lai. The Development and Application of Spatial Data Mining Technology Based on Bionics[J]. Journal of Guangxi Teachers Education University:Natural Science Edition, 2009, 26(2): 91-96 |
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| Authors: | LIU Hai-tao YUAN Chan-gan LI Gui-lai |
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| Affiliation: | 1.Guangxi Teachers Education University a.College of Resources & Environment Science;b.Department of Information & Technology;Nanning 530001;China;2.Information College;Linyi Normal University;Linyi Shandong 276005 China; |
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| Abstract: | Following the wide use of the Spatial Data,the research and application of Spatial Data Mining have attracted more and more attention. Beginning with the concept of Spatial Data Mining and the type of minable knowledge,based on analyzing the necessity and feasibility of Bionics applied to spatial data mining,this paper has presented the application of the neural networks and genetic algorithm and Gene Expression Programming and has investigated the bionic methods of Spatial Data Mining.In the last,some disc... |
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| Keywords: | Spatial data mining Bionic Artificial neural networks Geneticalgorithm Gene expression programming |
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