CBR Prediction of Pavement Materials in Unsoaked Condition Using LSSVM, LSTM-RNN, and ANN Approaches
Jitendra Khatti, Kamaldeep Singh Grover
Topics & Concepts
Mean squared errorMean absolute percentage errorGradient descentBroyden–Fletcher–Goldfarb–Shanno algorithmBackpropagationCorrelation coefficientStatisticsStandard deviationArtificial neural networkMathematicsSupport vector machineConjugate gradient methodApproximation errorPearson product-moment correlation coefficientKernel (algebra)Levenberg–Marquardt algorithmCoefficient of determinationAlgorithmComputer scienceArtificial intelligenceAsynchronous communicationComputer networkCombinatoricsInfrastructure Maintenance and MonitoringAsphalt Pavement Performance EvaluationLandfill Environmental Impact Studies