Abstract-The visual data mining based decision support systems had already been recognized in literature. It allows users analysing large information spaces to support complex decisionmaking. Prior research provides frameworks focused on simply representing extracted patterns. In this paper, we present a new model for visually generating knowledge from these patterns and communicating it for intelligent decision-making. To prove the practicality of the proposed model, it was applied in the medical field to fight against nosocomial infections in the intensive care units.
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