Graphical model is developed by the integration of probability theory with graph theory. It provides a
natural tool for dealing with two problems, uncertainty and complexity, in applied
mathematics and engineering. In particular, it plays an increasingly important role in the
field of Data Mining and knowledge Discovery. This paper presents an in-depth exploration of
both theoretical and practical issues related to Graphical Model for KDD, including discretization...
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