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马

马昌喜 (Changxi Ma)

Lanzhou Jiaotong University

34H-index
264Paper Count
5.1KCitation Count
Published Papers 55
Publication Date
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An energy-oriented route design for rural home appliance delivery integrating bin packing, intermediate charging, and dynamic loading
errComputers & Industrial Engineering
IF6.5
err2026-09-23
err0
PREAI
errCunrui Ma; Qiaoling Xiang; Weibin Deng; Xingjun Huang; Peng Zhang; Changxi Ma
errShare
errSave
Corrections to “Research on Parking Space Detection and Prediction Model Based on CNN-LSTM”
errIEEE Access
IF3.6
err2026-09-11
err0
errOAAI
errZhuye Xu; Xiao Tang; Changxi Ma; Renshuai Zhang
errShare
errSave
Engineering proactive risk fields in mixed-autonomy traffic via anticipatory swarm intelligence: a digital twin perspective
errScientific Reports
IF3.9
err2026-08-29
err0
errOAAI
errQihao Liu; Zhichun Li; Daiquan Xiao; Xuecai Xu; Changxi Ma
errShare
errSave
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
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errSave
Quantifying the Impact of Individual Characteristics on Driving Speed-Elasticity Insights from Taxi Drivers' Education and Personality Traits
errPromet-Traffic & Transportation
IF1.1
err2026-05-27
err0
PREAI
errQiao, Hao; Zeng, Chao; Xu, Xuecai; Ma, Changxi
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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
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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
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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
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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
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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
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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
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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: 654
王剑 cover
王剑 (Jian Wang)
H-index: 55 · Papers: 437
J
Jing Liu
H-index: 49 · Papers: 419
R
Ronghui Liu
H-index: 47 · Papers: 317
J
Jun Shen
H-index: 42 · Papers: 768
View more