This paper proposes a knowledge discovery methodology for generating new hypothesis to a particular knowledge theory. A combination of AI and Statistical techniques is proposed to increase the corpus of current knowledge of the target domain. In this paper a particular application to analyze comorbid mental disorders with intellectual disability is presented as an example.
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