Statistical analysis and prediction of spatial resilient modulus of coarse-grained soils for pavement subbase and base layers using MLR, ANN and Ensemble techniques
Chijioke Christopher Ikeagwuani, Donald Chimobi Nwonu
Topics & Concepts
Principal component analysisCollinearityArtificial neural networkSoil waterRandom forestEnsemble learningSpatial variabilityPredictive modellingSoil scienceComputer scienceMachine learningEnvironmental scienceMathematicsArtificial intelligenceStatisticsAsphalt Pavement Performance EvaluationInfrastructure Maintenance and MonitoringConcrete and Cement Materials Research