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In \cite{Alcobe_2004} and \cite{Alcobe_2005} authors have been interested in incremental taking interested in incremental structure learning without taking into consideration the incompleteness of data. this is asasas\cite{Tian_2001} \cite{tong_2009} have focused their work on structure learning from incomplete data, more precisely missing data. Note that in incremental learning algorithms, most researches study the structure learning more than the parameters learning, and few ones are interested in the nature of data that they treat.
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