Journal of Guangxi Normal University(Natural Science Edition) ›› 2010, Vol. 28 ›› Issue (1): 72-76.
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ZHANG Shi-chao, ZHU Man-long, HUANG Liang-chang
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| [1] ZHANG Shi-chao.Parimputation:from imputation and null-imputation to partially imputation[J].IEEE Intelligent Informatics Bulletin,2008,9(1):32-38. [2] ZHANG Shi-chao.Shell-neighbor method and its application in missing data imputation[J].Applied Intelligence,2010(待发). [3] QIN Yong-song,ZHANG Shi-chao,ZHU Xiao-feng,et al.Semi-parametric optimization for missing data imputation[J].Applied Intelligence,2007,27(1):79-88. [4] BATISTA G,MONARD M C.An analysis of four missing data treatment methods for supervised learning[J].Applied Artificial Intelligence,2003,17(5):519-533. [5] GEDIGA G,DUNTSCH I.Maximum consistency of incomplete data via non-invasive imputation[J].Artificial Intelligence Review,2003,19(1):93-107. [6] WANG Qi-hua,RAO J N K.Empirical likelihood-based inference underimputation for missing response data[J].The Annals of Statistics,2002,30(3):896-924. [7] BATISTA G E,MONARD M C.A study of k-nearest neighbor as a model-based method to treat missing data[C]//Proceedings of the Argentine Symposium on Artificial Intelligence.Bering Germany:Springer,2001,30:1-9. [8] 金自翔,戴新宇,陈家骏.一种基于贪婪算法的KNN参数选择策略[J].广西师范大学学报:自然科学版,2008,26(1):182-185. [9] 朱晓锋.缺失值填充若干问题研究[D].桂林:广西师范大学计算机科学与信息工程学院,2007. |
| [1] | SU Yi-juan, SUN Ke, DENG Zhen-yun, YIN Ke-jun. KNN Imputation Algorithm Based on LPP and l2,1 [J]. Journal of Guangxi Normal University(Natural Science Edition), 2015, 33(4): 55-62. |
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