Titlebook: Explainable AI and Other Applications of Fuzzy Techniques; Proceedings of the 2 Julia Rayz,Victor Raskin,Vladik Kreinovich Conference proce

Ligament

Estimating Fuzzy Possibility Functions for E-Commerce Decision Support,churning (given that they are unsatisfied with the delivery). The prediction algorithms for negative emotions are shown to achieve good results when tested with out-of-sample comments coming from social networks, and the complete methodology obtains significant savings when applied for e-commerce customer support.

狼群

BROW

Machine Learning to Augment the Fusion Process for Data Classification,sion calculus, to learn the subset of features to use for classification of data from multiple classes. Our approach is compared with using all features for data classification on an automobile feature data set, and the results show the benefits of our approach.

apropos

Each Realistic Continuous Functional Dependence Implies a Relation Between Some Variables: A Theoreivial relation between . and one of the inputs .; for example, for “and”-operations (t-norms) ., we have .; for “or”-operations (t-conorms) . we have ., etc. In this paper, we prove a general mathematical explanation for this empirical fact.

向外

,Uniform Mixture Convergence of Continuously Transformed Fuzzy Systems,tion of such fuzzy systems if the underlying functions are bounded. This allows fuzzy rule-based systems to approximate a far wider range of nonlinear behaviors for a given set of sample data and still produce an explainable probability mixture that governs the rule-based proxy system.

CEDE

The Body and Mind of the School-Age Childhm was able to identify 80% of the labeled rocks. The algorithm also classified additional features as rocks, shadows, or sky that were not selected by the human analyst. Using this broader definition of hazards, 72% of the cases found an acceptable landing site.

水汽

Kartik Logishetty,K Ray Chaudhurih a favorable matching probability as a main result. The algorithm also implies an index, which measures the overall uncertainty of collected IVLs quantitatively. Reported computational experiments further evidence that we may better manage uncertainty in crowdsourcing with IVLs than without.

单片眼镜

A Fuzzy Logic Approach for Spacecraft Landing Site Selection,hm was able to identify 80% of the labeled rocks. The algorithm also classified additional features as rocks, shadows, or sky that were not selected by the human analyst. Using this broader definition of hazards, 72% of the cases found an acceptable landing site.

AFFIX

collateral