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Layer-wise relevance propagation for interpreting LSTM-RNN decisions in predictive maintenance

Haiyue Wu, Aihua Huang, John W. Sutherland

2021The International Journal of Advanced Manufacturing Technology42 citationsDOI

Topics & Concepts

Computer scienceRecurrent neural networkArtificial neural networkRelevance (law)Artificial intelligenceMachine learningPredictive maintenancePredictive powerPredictive analyticsDeep learningData miningEngineeringReliability engineeringLawPolitical scienceEpistemologyPhilosophyMachine Fault Diagnosis TechniquesNon-Destructive Testing TechniquesReliability and Maintenance Optimization
Layer-wise relevance propagation for interpreting LSTM-RNN decisions in predictive maintenance | Litcius