THE FEATURE SUBSET SELECTION ALGORITHM-中国期刊网

摘要 Themotivationofdataminingishowtoextracteffectiveinformationfromhugedatainverylargedatabase.However,someredundantandirrelevantattributes,whichresultinlowperformanceandhighcomputingcomplexity,areincludedintheverylargedatabaseingeneral.So,FeatureSubsetSelection(FSS)becomesoneimportantissueinthefieldofdatamining.Inthisletter,anFSSmodelbasedonthefilterapproachisbuilt,whichusesthesimulatedannealinggeneticalgorithm.Experimentalresultsshowthatconvergenceandstabilityofthisalgorithmareadequatelyachieved.

1陈彬;洪家荣;等. The Minimum Feature Subset Selection Problem.计算机科学与技术,1997-02.
2Hao-Dong Zhu;Hong-Chan Li;Xiang-Hui Zhao;Yong Zhong. Feature Selection Method by Applying Parallel Collaborative Evolutionary Genetic Algorithm.物理电子学,2010-02.
3PANLi;ZHENGHong;ZHANGZuxun;ZHANGJianqing. Genetic Feature Selection for Texture Classification.测绘科学与技术,2004-03.
4Guo-Liang Li Tze-Yun Leong. Feature Selection for the Prediction of Translation Initiation Sites.分子生物学,2005-02.
5Yuanning Liu. An Improved Particle Swarm Optimization for Feature Selection.生物工程,2011-02.
6SUI Haigang;HUA Li;ZHAO Haitao;ZHANG Yongli. A Fast Algorithm of Cartographic Sounding Selection.测绘科学与技术,2005-04.
7R. Roselin;K. Thangavel;C. Velayutham. Fuzzy-Rough Feature Selection for Mammogram Classification.物理电子学,2011-02.
8CHEN Kai;WAN Wen-qiang;LI Yun. Differentially private feature selection under MapReduce framework.通信与信息系统,2013-05.
9ZHANG Shuo;ZHU Qi. Heterogeneous wireless network selection algorithm based on group decision.通信与信息系统,2014-03.
10. Exact Recognition of Compound Features by Feature Adjacency Matrix Elimination Algorithm.计算机应用技术,1998-02.

THE FEATURE SUBSET SELECTION ALGORITHM

来源期刊

相关推荐

同分类资源更多

相关关键词

THE FEATURE SUBSET SELECTION ALGORITHM

来源期刊

相关推荐

同分类资源 更多

相关关键词

同分类资源更多