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Titlebook: Symbolic and Quantitative Approaches to Reasoning and Uncertainty; European Conference, Anthony Hunter,Simon Parsons Conference proceedings

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Assessing the value of a candidate,ly assumed to take their values in qualitative scales which are just linearly ordered. The problem is discussed within the framework of possibility theory which offers a qualitative setting for handling it.
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Handling Inconsistency Efficiently in the Incremental Construction of Stratified Belief Bases,lete revision algorithm is provided in the general case. Based on powerful heuristics about local search, this technique appears efficient for very large ., as illustrated by our experimental results.
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Gradient Descent Training of Bayesian Networks,cations. We introduce tools for resistance and damping to guide the direction of convergence, and we use them for a new adaptation method which can also handle situations where parameters in the network covary.
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Rough Knowledge Discovery and Applications,r the theory. We present computational methods for the theory of rough sets and knowledge discovery in databases. Emphasizing applications, we illustrate our methods by means of running examples using data of flu diagnosis.
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