Machine learning-driven seismic failure mode identification of reinforced concrete shear walls based on PCA feature extraction
Qingsong Xiong, Haibei Xiong, Qingzhao Kong, Xiangyong Ni, Ying Li, Cheng Yuan
Topics & Concepts
HyperparameterComputer scienceFeature extractionArtificial intelligenceClassifier (UML)Failure mode and effects analysisPrincipal component analysisDimensionality reductionHarmony searchMachine learningRaw dataPattern recognition (psychology)Cluster analysisData miningEngineeringStructural engineeringProgramming languageStructural Health Monitoring TechniquesInfrastructure Maintenance and MonitoringConcrete Corrosion and Durability