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Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference by Judea Pearl (Paperback, 1997)

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Application areas include diagnosis, forecasting, image interpretation, multi-sensor fusion, decision support systems, plan recognition, planning, speech recognition--in short, almost every task requiring that conclusions be drawn from uncertain clues and incomplete information.