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JOURNALS // Artificial Intelligence and Decision Making // Archive

Artificial Intelligence and Decision Making, 2016 Issue 3, Pages 62–71 (Mi iipr294)

Data mining

On an application of intelligent JSM-system, predicting chronic pancreatitis patients’ diabetes development

O. P. Shesternikova

Progtek LLC, Moscow

Abstract: The article presents two experiments, which used intelligent JSM-system (IS-JSM), predicting chronic pancreatitis patients’ diabetes development. Both experiments had identical algorithm, but the second one used subset of initial data (we deleted “noise” from them). We analyzed differences in results and stated new challenges for improving the results.

Keywords: JSM-method, intelligent systems, empirical regularities, diabetes, chronic pancreatitis.



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