Bridging the trust gap: Evaluating feature relevance in neural network-based gear wear mechanism analysis with explainable AI
Nico Herwig, Zhongxiao Peng, Pietro Borghesani
Topics & Concepts
Computer scienceBridging (networking)Artificial neural networkGeneralizability theoryRelevance (law)Artificial intelligenceConvolutional neural networkField (mathematics)Mechanism (biology)Feature (linguistics)Pattern recognition (psychology)Data miningMachine learningLinguisticsPolitical scienceMathematicsStatisticsPure mathematicsLawComputer networkPhilosophyEpistemologyIndustrial Vision Systems and Defect DetectionMachine Fault Diagnosis TechniquesAdvanced machining processes and optimization