H Gong, Y Sun, X Shu, B Huang - Construction and Building Materials, 2018 - Elsevier
Random forest is a powerful machine learning algorithm with demonstrated success. In this study, the authors developed a random forests regression (RFR) model to estimate the …
B Yu, X Gu, F Ni, R Guo - Transportation Research Part D: Transport and …, 2015 - Elsevier
Traditionally, asphalt pavement maintenance mainly considers pavement performance and cost and largely ignores the environment while substantial amount of environmental …
Numerous laboratory studies have demonstrated that the properties of hot-mix asphalt (HMA) play a crucial role in the performance of the HMA. However, few studies have directly …
E Cuelho, RL Mokwa, M Akin - 2006 - rosap.ntl.bts.gov
An extensive literature review was conducted to synthesize past and ongoing research related to highway pavement maintenance and preservation techniques. The literature …
GY Baladi, M Prohaska, K Thomas, T Dawson… - 2017 - rosap.ntl.bts.gov
This is a revised version of the following report: Pavement Performance Measures and Forecasting and the Effects of Maintenance and Rehabilitation Strategy on Treatment …
The evaluation of pavement preservation interventions is the most important component of a pavement management system. A rational methodology is needed to evaluate pavement …
X Chen, H Zhu, Q Dong, B Huang - Journal of Transportation …, 2017 - ascelibrary.org
One obstacle to the optimal time for pavement maintenance treatments based on the expected performance or cost-effectiveness is the lack of posttreatment performance models …
Research studies often propose additives to improve the mechanical properties that extend pavement service life by reducing the rate of permanent deformation of conventional asphalt …
H Gong, Q Dong, B Huang, X Jia - Journal of Transportation …, 2016 - ascelibrary.org
The present study analyzes the effectiveness of preventive maintenance (PM) treatments of flexible pavements utilizing data obtained from the specific pavement study 3 (SPS-3) of the …