Imputing missing value through ensemble concept based on statistical measures

Many datasets include missing values in their attributes. Data mining techniques are not applicable in the presence of missing values. So an important step in preprocessing of a data mining task is missing value management. One of the most important categories in missing value management techniques...

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Veröffentlicht in:Knowledge and information systems 2018-07, Vol.56 (1), p.123-139
Hauptverfasser: Jenghara, Moslem Mohammadi, Ebrahimpour-Komleh, Hossein, Rezaie, Vahideh, Nejatian, Samad, Parvin, Hamid, Yusof, Sharifah Kamilah Syed
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Sprache:eng
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