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INTEGRATED DECISION SUPPORT SYSTEM AND METHOD FOR DERIVING INFERENCES FROM DATA SETS
INTEGRATED DECISION SUPPORT SYSTEM AND METHOD FOR DERIVING INFERENCES FROM DATA SETS
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机译：从数据集推论的综合决策支持系统和方法
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摘要
Embodiments herein provide an integrated decision support system for deriving inferences from data sets. The integrated decision support system includes a reasoning mechanism to quantify the uncertainty from the incomplete or inaccurate data, a learning mechanism to evaluate rules and an inference mechanism to make inferences from the learned rules. The integrated decision support system and method provides mechanism to reason and learn by obtaining a plurality of data sets. Each data set includes a set of attributes. The method includes determining sub-attributes for each of the attribute in each data set. The method includes constructing a neurule based on a relation between the set of attributes and the sub-attributes in each data set. The method includes creating a training set for each constructed neurule. The method includes deriving the inferences from each constructed neurule based on set of attributes and the sub-attributes in each data set.
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