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Fasting blood glucose (FBG) is an important indicator for human's health. Prediction for FBG is meaningful for finding and healing diseases, especially for diabetes mellitus. Based on four years' historical medical examination data, a prediction model of coming year's FBG is presented using traditional data mining techniques with a novel algorithm to estimate the FBG change probability and a proposed...
Collaborative filtering technology is one major method used in recommendation systems. Most existing collaborative filtering algorithms merely use rating data as their prediction input. Social tags have become widely used in web applications which not only reflect the user's personality but also item's properties and semantic meanings. We design an algorithmic framework by extending item-based collaborative...
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