Imputation of missing values for semi-supervised data using the proximity in random forests

By Ishioka Tsunenori  

International Journal of Business Intelligence and Data Mining, Vol. 8, Iss. 2, 2013-11 ,pp. : 155-166

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Missing Data Imputation Techniques

By Song Qinbao   Shepperd Martin  

International Journal of Business Intelligence and Data Mining, Vol. 2, Iss. 3, 2007-10 ,pp. : 261-291

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Instance driven clustering for the imputation of missing data in KDD

By Ilango P.   Vijayakumar K.   Babu M. Rajasekhara  

International Journal of Communication Networks and Distributed Systems, Vol. 12, Iss. 1, 2014-11 ,pp. : 69-81

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A weighted Local Least Squares Imputation method for missing value estimation in microarray gene expression data

By Ching Wai-Ki   Li Limin   Tsing Nam-Kiu   Tai Ching-Wan   Ng Tuen-Wai   Wong Alice S.   Cheng Kwai-Wa  

International Journal of Data Mining and Bioinformatics, Vol. 4, Iss. 3, 2010-06 ,pp. : 331-347

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Missing value imputation via copula and transformation methods, with applications to financial and economic data

By Friedman Craig  

International Journal of Data Analysis Techniques and Strategies, Vol. 4, Iss. 4, 2012-11 ,pp. : 315-339

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