| [1] |
YANG Wendong, ZHAO Xiao.
Airport Daily Passenger Volume Forecasting Based on MFE-Informer Module
[J]. Journal of Chongqing Jiaotong University(Natural Science), 2026, 45(4): 99-106.
|
| [2] |
ZHANG Wei1, JI Yunping1, LI Shougang1, ZHAO Luxue1, YAN Songhong2, JIA Leqi2.
Tensile-compressive Mechanical Characteristics and Microstructural Analysis of Lignin Modified Loess under Wet-Dry Cycles
[J]. Journal of Chongqing Jiaotong University(Natural Science), 2026, 45(3): 20-29.
|
| [3] |
BAO Xueying1, SUN Hang1, WEN Keyu2, RAN Mowen2, XIONG Honghui3.
Carbon Emission Prediction and Influencing Factors of
Railway Tunnel Lining Construction Based on Feature Engineering-XGBoost
[J]. Journal of Chongqing Jiaotong University(Natural Science), 2026, 45(3): 48-56.
|
| [4] |
ZHANG Mengmeng, WANG Haonan, LIN Qinghai, YU Lei.
Short-Term Traffic State Prediction Based on Traffic Flow Parameters
and Image Latent Features
[J]. Journal of Chongqing Jiaotong University(Natural Science), 2026, 45(3): 73-80.
|
| [5] |
REN Xiaohong1, WU Wei1, NIU Li2, REN Qiliang3, LI Yuanming1.
Prediction and Influencing Factors of Highway Freight Volume
in the Chengdu-Chongqing Region Based on Extreme Random Trees
[J]. Journal of Chongqing Jiaotong University(Natural Science), 2026, 45(3): 90-96.
|
| [6] |
LAN Li, ZHAO Xin.
Traffic Flow Prediction Based on Dynamic Graph Neural Delay Differential Equations
[J]. Journal of Chongqing Jiaotong University(Natural Science), 2026, 45(2): 57-65.
|
| [7] |
LI Jun1, 2, ZOU Jun1, CHEN Cui2, ZHANG Shiyi3.
Vehicle and Pedestrian Detection Algorithm Based on Attention Scale Sequence Fusion
[J]. Journal of Chongqing Jiaotong University(Natural Science), 2025, 44(7): 75-82.
|
| [8] |
XU Xinquan1, HU Yuanjiao2, WENG Yuhan3, HE Weijie1.
Road surface texture is a key factor affecting the skid resistance performance. To further study its influence mechanism and to solve the problem of limited accuracy of traditional prediction methods under multi-feature data conditions, a pavement skid resistance performance assessment model based on the fusion of Bayesian optimization algorithm (BOA) and extreme gradient boosting (XGBoost) was proposed. Firstly, specimens phalt mixtures of different gradation types were prepared. Friction data and 3D texture data of the specimen surface were respectively obtained by using a pendulum friction meter and a 3D laser scanning device. Secondly, the height, the wavelength and shape parameters were extracted to describe the texture structure, and the texture feature importance analysis was carried out to clarify the factors that significantly affected the skid resistance. Then, the optimal key parameters were improved by introducing of the model BOA-XGBoost and the prediction model of skid resistance performance was established. The research results show that compared with the comparative models, the proposed model has higher accuracy, with a correlation coefficient R2 of 0.890 6, which is 25.2%, 13.0%, and 15.1% higher than those of the comparative models, respectively. The proposed model can effectively correlate texture features with pavement skid resistance performance.
[J]. Journal of Chongqing Jiaotong University(Natural Science), 2025, 44(6): 35-44.
|
| [9] |
SHAO Changqiao, DONG Wenyan.
Characteristics of Expressway Traffic Flow Based on Active Traffic Management Requirements
[J]. Journal of Chongqing Jiaotong University(Natural Science), 2025, 44(5): 95-101.
|
| [10] |
SUN Zhaoyun, LIU Huiying, WENG Yuhan, GU Yingbin.
Skid Resistance Performance of Aeolian Sand Pavement
Based on Multi-resolution Fractals
[J]. Journal of Chongqing Jiaotong University(Natural Science), 2025, 44(11): 93-100.
|
| [11] |
WU Kaijun1, ZHANG Zhirui1, WU Xiaoqiang2.
Semantic Segmentation for Roads under Extended Pyramid and Axial Cross Attention
[J]. Journal of Chongqing Jiaotong University(Natural Science), 2025, 44(10): 43-50.
|
| [12] |
ZHU Zhengze, XIONG Yuheng.
Traffic Flow Prediction Model Based on Multi-spatiotemporal Features and Graph Attention Network
[J]. Journal of Chongqing Jiaotong University(Natural Science), 2025, 44(10): 51-59.
|
| [13] |
YANG Zhao1, CHEN Yixin2, ZHANG Zhijie2.
Delay Prediction Method of Transit Flight Based on Ground Guarantee Process
[J]. Journal of Chongqing Jiaotong University(Natural Science), 2023, 42(9): 122-129.
|
| [14] |
CHEN Jian1, QIU Zhixuan1, PENG Tao1, LIU Keliang1, FU Zhiyan2, TUO Yongheng3.
Influence of Built Environment on the Severity of Urban Traffic Accidents
[J]. Journal of Chongqing Jiaotong University(Natural Science), 2023, 42(3): 105-111.
|
| [15] |
ZHAO Xiushao1, 2, CHEN Zixi1, 2, RAO Jianglong1, 2, CHENG An1, 2, ZHAO Linhao1, 2.
Expansion and Shrinkage Characteristics of Red Clay and Lime Composite Modified Phyllite
[J]. Journal of Chongqing Jiaotong University(Natural Science), 2023, 42(11): 50-56.
|