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Titlebook: Building Bridges between Soft and Statistical Methodologies for Data Science; Luis A. García-Escudero,Alfonso Gordaliza,Olgierd Conferenc

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A Framework for Probabilistic Reasoning on Knowledge Graphs,sible and efficient. This work—a short version of our recent contribution to the International Joint Conference on Rules and Reasoning 2020—aims at making our results available to the broader statistical community.
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,Decision-Making with E-Admissibility Given a Finite Assessment of Choices,specify the available information in the form of conditions on such functions. We characterise the most conservative extension of the given information to a choice function that makes choices based on E-admissibility, and provide an algorithm that computes this extension by solving linear feasibility problems.
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,Cluster Validity Measures for Fuzzy Two-Mode Clustering,are introduced. Such measures, defined in terms of the compactness within each cluster and separation between clusters, can be seen as generalizations of well-known indices widely used in the standard fuzzy clustering framework. The adequacy of these proposals is assessed by means of a simulation study.
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