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Articles

Prediction modelling of rutting depth index for asphalt pavement using de-noising method

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Pages 895-907 | Received 19 Dec 2017, Accepted 09 Aug 2018, Published online: 29 Aug 2018

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Chengjia Han, Jusheng Tong, Tao Ma, Zheng Tong & Siqi Wang. (2023) Rutting prediction model for semi-rigid base asphalt pavement based on a data-mechanistic dual driven method. International Journal of Pavement Engineering 24:1.
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Chengjia Han, Mingjing Fang, Tao Ma, Hongyou Cao & Hao Peng. (2020) An intelligent decision-making framework for asphalt pavement maintenance using the clustering-PageRank algorithm. Engineering Optimization 52:11, pages 1829-1847.
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Sylvester Inkoom, John Sobanjo, Adrian Barbu & Xufeng Niu. (2019) Prediction of the crack condition of highway pavements using machine learning models. Structure and Infrastructure Engineering 15:7, pages 940-953.
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Articles from other publishers (7)

Zhuoxuan Li, Iakov Korovin, Xinli Shi, Sergey Gorbachev, Nadezhda Gorbacheva, Wei Huang & Jinde Cao. (2023) A Data-Driven Rutting Depth Short-Time Prediction Model with Metaheuristic Optimization for Asphalt Pavements Based on RIOHTrack. IEEE/CAA Journal of Automatica Sinica 10:10, pages 1918-1932.
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Jinren Zhang, Jinde Cao, Wei Huang, Xinli Shi, Xianghao Ji & Xingye Zhou. (2023) A hybrid framework for asphalt pavement rutting prediction modeling and influencing factors analysis based on multilevel wavelet decomposition and transfer entropy. Applied Mathematical Modelling 121, pages 714-730.
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Zhuoxuan Li, Meng Tao, Jinde Cao, Xinli Shi, Tao Ma & Wei Huang. (2022) An Augmented Model of Rutting Data Based on Radial Basis Neural Network. Symmetry 15:1, pages 33.
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Qiao Dong, Xueqin Chen, Shi Dong & Fujian Ni. (2022) Data Analysis in Pavement Engineering: An Overview. IEEE Transactions on Intelligent Transportation Systems 23:11, pages 22020-22039.
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Aihui Hu, Qiang Bai, Lin Chen, Siyuan Meng, Qihui Li & Zhiman Xu. (2022) A review on empirical methods of pavement performance modeling. Construction and Building Materials 342, pages 127968.
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Ban Ali Kamil & Hamid Athab Eedan AlJameel. (2022) Impact Of Traffic Characteristics and Pavement Surface Condition on Noise Level for Rigid Pavement. IOP Conference Series: Earth and Environmental Science 961:1, pages 012101.
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Yao Zhang, Xue Luo, Ibrahim Onifade, Xiaoming Huang, Robert L. Lytton & Bjorn Birgisson. (2019) Mechanical evaluation of aggregate gradation to characterize load carrying capacity and rutting resistance of asphalt mixtures. Construction and Building Materials 205, pages 499-510.
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