Machine learning models for reinforced concrete pipes condition prediction: the state-of-the-art using artificial neural networks and multiple linear regression in a Wisconsin case study
Mohsen Mohammadagha, Mohammad Najafi, Vinayak Kaushal, Ahmad Jibreen
Topics & Concepts
Artificial neural networkMachine learningArtificial intelligenceFeature (linguistics)Ensemble learningComputer scienceLinear regressionMean squared errorRegression analysisRegressionEngineeringData miningSupervised learningPredictive modellingEnsemble forecastingStructural health monitoringStatistical learning theoryStatistical modelFeature engineeringSupport vector machineStatistical hypothesis testingStatistical learningWater Systems and OptimizationInfrastructure Maintenance and MonitoringDam Engineering and Safety