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Titlebook: Uncertainty Modelling in Data Science; Sébastien Destercke,Thierry Denoeux,Olgierd Hrynie Conference proceedings 2019 Springer Nature Swit

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https://doi.org/10.1007/978-3-319-97547-4Computational Intelligence; Intelligent Data Analysis; Soft Computing; SMPS 2018; Statistics
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On Missing Membership Degrees: Modelling Non-existence, Ignorance and Inconsistency,y on types and reasons for such non-availability. It motivates the need to handle different reasons for missingness in a different, but appropriate way. In particular, non-existence, ignorance, and inconsistency are studied. The paper also presents a novel way of how to compute with different types of missing values at the same time.
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A Desirability-Based Axiomatisation for Coherent Choice Functions,nterpretation to derive a set of basic axioms. We show that these axioms lead to a full-fledged theory of coherent choice functions, which includes a representation in terms of sets of desirable gambles, and a conservative inference method.
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Descriptive Comparison of the Rating Scales Through Different Scale Estimates: Simulation-Based Ana ‘Likertized’ datum is encoded by means of a fuzzy linguistic scale. In this way, with the responses available in the three scales, the value of the different dispersion estimators is calculated and compared among the scales.
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