Abstract: Data mining and knowledge discovery on incomplete data is difficult but inevitable and uncertain. The previous methods of dealing with incomplete data were developed under a single decision table, and not under multiple decision tables. The general signif

Key words: Rough set theory, Multiple decision tables, Missing attributes, Completing algorithm