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马

马昌喜 (Changxi Ma)

lanzhou jiaotong university

34H-index
258Paper Count
5.1KCitation Count
Published Papers 51
Publication Date
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Short-term traffic flow prediction with bio-inspired optimization: a case study from China
errTransportation Letters
IF0
err2026-07-01
err0
PREAI
errWenxin Li; Yunhui Zhang; Changxi Ma; Yuhonghao Wang
errShare
errSave
A CatBoost-Based Prediction Framework for Logistics Industry Prosperity Index to Support Sustainable Decision-Making: An Empirical Study from China
errSustainability
IF3.3
err2026-02-27
err0
errOAAI
errYule Liu; Qiong Li; Changxi Ma; Xuecai Xu
errShare
errSave
Coordinated Multi-Intersection Traffic Signal Control Using a Policy-Regulated Deep Q-Network
errSustainability
IF3.3
err2026-02-03
err0
errOAAI
errLin Ma; Yan Liu; Yang Liu; Changxi Ma; Shanpu Wang
errShare
errSave
Urban rail transit passenger flow prediction using large language model under multi-source spatiotemporal data fusion
errphysica a statistical mechanics and its applications
IF0
err2025-07-12
err0
PREAI
errChangxi Ma; Mingxi Zhao
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errSave
Vehicle navigation path optimization based on complex networks
errPHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS
IF3.1
err2025-05-01
err0
PREAI
errMa, Changxi; Zhao, Mingxi; Liu, Yang
errShare
errSave
A VNS-NPGA approach to multi-objective optimization of hub-and-spoke logistics network
errJOURNAL OF TRAFFIC AND TRANSPORTATION ENGINEERING-ENGLISH EDITION
IF6.8
err2025-04-01
err0
errOAAI
errMa, Changxi; Shi, Chuwei; Yang, Yun; Zhao, Yongpeng; Xu, Zhuye; Du, Bo
errShare
errSave
Prediction of remaining parking spaces based on EMD-LSTM-BiLSTM neural network
errJOURNAL OF TRAFFIC AND TRANSPORTATION ENGINEERING-ENGLISH EDITION
IF6.8
err2025-02-01
err1
errOAAI
errMa, Changxi; Wang, Ke; Zhao, Yongpeng
errShare
errSave
A review of research on urban parking prediction
errJOURNAL OF TRAFFIC AND TRANSPORTATION ENGINEERING-ENGLISH EDITION
IF6.8
err2024-08-01
err0
errOAAI
errMa, Changxi; Huang, Xiaoting; Li, Jiangchen
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errSave
Intelligent electric vehicle charging optimization and horse herd-inspired power generation for enhanced energy management
errENERGY
IF9.4
err2024-03-01
err7
PREAI
errLin, Guanwu; Qi, Bo; Ma, Changxi; Rostam, Fateh
errShare
errSave
Multi-task-based spatiotemporal generative inference network: A novel framework for predicting the highway traffic speed
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-03-01
err5
PREAI
errZou, Guojian; Lai, Ziliang; Wang, Ting; Liu, Zongshi; Bao, Jingjue; Ma, Changxi; Li, Ye; Fan, Jing
errShare
errSave
Research on the Adjustment and Optimization of Train Working Diagrams Including Tourist-Dedicated Trains
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errCui, Yuanding; Li, Yinzhen; Ma, Changxi
errShare
errSave
Exploring the Spatiotemporal Characteristics of Freight Transportation Using Truck GPS Data: A Case Study of Lianyungang City
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errXiao, Zhongbin; Yang, Dong; Bao, Yongxing; Ma, Changxi; Xia, Huayu
errShare
errSave
Multi-Object Tracking Algorithm for Unmanned Vehicle Autonomous Driving Scene Based on Online Spatiotemporal Feature Correlation
errIEEE ACCESS
IF3.6
err2024-01-01
err1
errOAAI
errLi, Haijun; Xu, Zhuye; Ma, Changxi; Tang, Xiao
errShare
errSave
Research on Parking Space Detection and Prediction Model Based on CNN-LSTM
errIEEE ACCESS
IF3.6
err2024-01-01
err3
errOAAI
errXu, Zhuye; Tang, Xiao; Ma, Changxi; Zhang, Renshuai
errShare
errSave
An overview of Hadoop applications in transportation big data
errJOURNAL OF TRAFFIC AND TRANSPORTATION ENGINEERING-ENGLISH EDITION
IF6.8
err2023-10-01
err5
errOAAI
errMa, Changxi; Zhao, Mingxi; Zhao, Yongpeng
errShare
errSave
When Will We Arrive? A Novel Multi-Task Spatio-Temporal Attention Network Based on Individual Preference for Estimating Travel Time
errIEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF8.4
err2023-10-01
err11
PREAI
errZou, Guojian; Lai, Ziliang; Ma, Changxi; Tu, Meiting; Fan, Jing; Li, Ye
errShare
errSave
A novel spatio-temporal generative inference network for predicting the long-term highway traffic speed
errTRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
IF7.9
err2023-09-01
err6
PREAI
errZou, Guojian; Lai, Ziliang; Ma, Changxi; Li, Ye; Wang, Ting
errShare
errSave
Parking Generating Rate Prediction Method Based on Grey Correlation Analysis and SSA-GRNN
errSUSTAINABILITY
IF3.3
err2023-08-29
err2
errOAAI
errZeng, Chao; Zhou, Xu; Yu, Li; Ma, Changxi
errShare
errSave
Revealing safety impact of bus stops on passenger-cyclist interactions-Evidence from Nanjing, China
errTRAVEL BEHAVIOUR AND SOCIETY
IF5.7
err2023-07-01
err5
PREAI
errZhang, Cheng; Du, Bo; Shen, Jun; Ma, Changxi
errShare
errSave
Optimization Method of Transfer Streamlines in Integrated Passenger Hubs Based on 3D Spatial Perspective
errSUSTAINABILITY
IF3.3
err2023-05-19
err1
errOAAI
errHuang, Zhaoguo; Chen, Junlan; Guo, Xiucheng; Ma, Changxi
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errSave

Research Directions

数字交通与智慧物流、人工智能与主动安全管理、大数据与交能融合
Co-authors
Cooperation Journals
S
S.C. Wong
H-index: 73 · Papers: 651
王剑 cover
王剑 (Jian Wang)
H-index: 55 · Papers: 436
J
Jing Liu
H-index: 49 · Papers: 419
R
Ronghui Liu
H-index: 47 · Papers: 316
J
Jun Shen
H-index: 42 · Papers: 762
View more