Litcius/Paper detail

Predicting IRI Using Machine Learning Techniques

Ankit Sharma, Shruti Sachdeva, Praveen Aggarwal

2021International Journal of Pavement Research and Technology38 citationsDOI

Topics & Concepts

Mean squared errorRandom forestInternational Roughness IndexGradient boostingArtificial neural networkComputer scienceMachine learningLinear regressionStatisticsMathematicsArtificial intelligenceEngineeringSurface finishMechanical engineeringInfrastructure Maintenance and MonitoringAsphalt Pavement Performance EvaluationNon-Destructive Testing Techniques