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Titlebook: Information Processing and Management of Uncertainty in Knowledge-Based Systems; 16th International C Joao Paulo Carvalho,Marie-Jeanne Leso

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Computing Superdifferentials of Lovász Extension with Application to Coalitional Gamest it always lies between the core and the Weber set. From the game-theoretic point of view, the intermediate set is a non-convex solution containing the Pareto optimal payoff vectors, which depend on some ordered partition of the players and the marginal coalitional contributions with respect to the order.
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Conjoint Axiomatization of the Choquet Integral for Heterogeneous Product Setsrogeneous structure, as there does not exist a “built-in” order between elements of sets . and .. However, such an order is implied by the representation model. Our approach does not assume commensurateness of criteria. We construct the representation and study its uniqueness properties.
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Efficient Simulation Approaches for Reliability Analysis of Large Systemscisions. The simulation approaches are generally applicable and efficient since only one estimation of the survival signature is needed while Monte Carlo simulation is used to generate component transition times. Numerical examples are presented to show the applicability of the proposed methods.
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Inclusion-Exclusion Integral and t-norm Based Data Analysis Model Constructiononotone measures. The model has good description ability and can be applied flexibly to real problems. Applying this model to the data set of a multiple criteria decision making problem, the efficiency of the model is verified by comparing it with the classical linear regression model and with the Choquet integral model.
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A 2-Additive Choquet Integral Model for French Hospitals Rankings in Weight Loss Surgeryring the elicitation process of this model, is composed by some specific alternatives called binary alternatives. To validate our approach, we showed that the proposed 2-additive Choquet integral model is able to approximate the hospitals ranking, in weight loss surgery, published by the French magazine “Le Point” in August 2013.
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