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Titlebook: Rules and Reasoning; 5th International Jo Sotiris Moschoyiannis,Rafael Peñaloza,Dumitru Roma Conference proceedings 2021 Springer Nature Sw

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Combining Sub-symbolic and Symbolic Methods for Explainabilitynotion of fidelity as a metric for evaluating how close the explanation is to the GNN’s internal decision making process. The evaluation with a chemical dataset and ontology shows the explanatory value and reliability of our method.
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Logic Rules Meet Deep Learning: A Novel Approach for Ship Type Classificationour model can increase prediction scores by up to 15.4% when compared with the next best model we considered, while also maintaining a level of explainability as opposed to common black box approaches.
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ve insulin resistance in the liver, in which the gluconeogenic pathway becomes insensitive to insulin but the lipogenesis pathway remains sensitive to insulin, leads to an elevation in hepatic and plasma levels of fatty acids and triglyceride and makes detrimental contributions to the development of
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Matthew Banton,Juliana Bowles,Agastya Silvina,Thais Webberancing the action of GABA was originally suggested by anecdotal observations of ameliorations of HE following administration of a BZ receptor antagonist. The term natural BZs has been introduced for BZ receptor ligands which have been demonstrated in brain, cerebrospinal fluid, and plasma of normal
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Florian Beck,Johannes Fürnkranz,Van Quoc Phuong Huynh, but have subtle deficits and psychomotor abnormalities that can only be elicited by specialized tests. Used singly or in combination, varying tests can provide diagnostic information, including neuropsychological testing or neurophysiological testing. While there is no gold standard for the diagno
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Matteo Cardellini,Paolo De Nardi,Carmine Dodaro,Giuseppe Galatà,Anna Giardini,Marco Maratea,Ivan Por and I have attended many. It was an exceedingly we- planned meeting with prolonged opportunity for discussion, and there was genuine interplay and exchange of ideas (not the usual picture of a rushed meeting with investigators presenting their own point of view and talking past each other without a
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