Titlebook: Logics in Artificial Intelligence; 18th European Confer Sarah Gaggl,Maria Vanina Martinez,Magdalena Ortiz Conference proceedings 2023 The E

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组成

A New Class of Explanations for Classifiers with Non-binary Featuresxplains why a decision was made and is known as a sufficient reason for the decision, also an abductive explanation or a PI-explanation. The second type explains why some other decision was not made and is known as a necessary reason for the decision, also a contrastive or counterfactual explanation

GULP

Declarative Reasoning on Explanations Using Constraint Logic Programmings, among others an insufficient incorporation of background knowledge, and a lack of abstraction and interactivity with the user. We propose ., an explanation method based on Constraint Logic Programming (CLP). . can provide declarative, interactive explanations for decision trees, which can be the

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GLEAN