Using PSO-SVR Algorithm to Predict Asphalt Pavement Performance
暂无分享,去创建一个
Jianzhong Pei | Jiupeng Zhang | Zhe Li | Tao Liu | Yichun Wang | Pei Wang | Jiu-peng Zhang | J. Pei | Yichun Wang | Zhe Li | Tao Liu | Pei Wang
[1] Hongren Gong,et al. Use of random forests regression for predicting IRI of asphalt pavements , 2018, Construction and Building Materials.
[2] Tao Xu,et al. Preparation, properties and modification mechanism of vulcanized eucommia ulmoides gum modified asphalt , 2021 .
[3] Khairuddin Abdul Rashid,et al. A review on the state of cost data inputs of Life Cycle Cost (LCC) for rigid pavement maintenance and rehabilitation in Malaysia , 2018 .
[4] Sybil Derrible,et al. Real-time accident detection: Coping with imbalanced data. , 2019, Accident; analysis and prevention.
[5] Mansour Fakhri,et al. Pavement structural evaluation based on roughness and surface distress survey using neural network model , 2019, Construction and Building Materials.
[6] Zhicheng Wang,et al. Micromechanical Prediction Model of Viscoelastic Properties for Asphalt Mastic Based on Morphologically Representative Pattern Approach , 2020, Advances in Materials Science and Engineering.
[7] Jong-Wan Sun,et al. Development of Deep Learning Based Deterioration Prediction Model for the Maintenance Planning of Highway Pavement , 2019 .
[8] Jing Zhao,et al. A Hybrid Model for Prediction in Asphalt Pavement Performance Based on Support Vector Machine and Grey Relation Analysis , 2020 .
[9] Chunhua Zhang,et al. The new interpretation of support vector machines on statistical learning theory , 2010 .
[10] William R Vavrik,et al. Enhancing pavement performance prediction models for the Illinois Tollway System , 2016 .
[11] Chi Zhang,et al. Analysis of Impact of Transverse Slope on Hydroplaning Risk Level , 2013 .
[12] Michael P. Wistuba,et al. Influence of computation algorithm on the accuracy of rut depth measurement , 2017 .
[13] Said M. Easa,et al. Bus Arrival Time Prediction Using Wavelet Neural Network Trained by Improved Particle Swarm Optimization , 2020 .
[14] Wei Guo,et al. Research on the Grey Verhulst Model Based on Particle Swarm Optimization and Markov Chain to Predict the Settlement of High Fill Subgrade in Xiangli Expressway , 2019, Mathematical Problems in Engineering.
[15] Kathleen Wilson,et al. Prediction of performance and evaluation of flexible pavement rehabilitation strategies , 2017 .
[16] Hang Zhang,et al. Prediction Method of Asphalt Pavement Performance and Corrosion Based on Grey System Theory , 2019, International Journal of Corrosion.
[17] Yan Mendes Ferreira,et al. Multilayer Perceptron and Particle Swarm Optimization Applied to Traffic Flow Prediction on Smart Cities , 2019, ICCSA.
[18] Marti A. Hearst. Trends & Controversies: Support Vector Machines , 1998, IEEE Intell. Syst..
[19] Jun Fang,et al. Risk Prediction of Expressway PPP Project Based on PSO-SVM Algorithm , 2020 .
[20] Tao Xu,et al. Preparation, shape memory performance and microstructures of emulsified asphalt modified by multi-walled carbon nanotubes , 2020 .
[21] Ming-Der Yang,et al. Pavement performance prediction through fuzzy regression , 2011, Expert Syst. Appl..
[22] Qian Chen,et al. SVRGSA: a hybrid learning based model for short‐term traffic flow forecasting , 2019, IET Intelligent Transport Systems.
[23] H. Nguyen-Xuan,et al. A data-driven approach based on long short-term memory and hidden Markov model for crack propagation prediction , 2020 .
[24] Hajar Mousannif,et al. A proactive decision support system for predicting traffic crash events: A critical analysis of imbalanced class distribution , 2020, Knowl. Based Syst..
[25] Alessandro Di Graziano,et al. Structural health monitoring of asphalt pavements using smart sensor networks: A comprehensive review , 2020 .