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D

Dong Ngoduy

monash university

36H-index
153Paper Count
4.4KCitation Count
Published Papers 71
Publication Date
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Extending car-following models to multi-lane traffic through Anticipation-Aware dynamic graph networks
errtransportation research part c: emerging technologies
IF0
err2026-03-28
err0
PREAI
errChengming Wang; Zuduo Zheng; Dong Ngoduy; Siyuan Gong; Dongyao Jia
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errSave
Enhancing vehicle platoon safety assessment: A novel cascading risk measure
errAccident Analysis & Prevention
IF0
err2025-12-26
err0
errOAAI
errYing Luo; Xiaomeng Li; Ashish Bhaskar; Dong Ngoduy; Mohammed Elhenawy; Sebastien Glaser
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errSave
Game-theoretic incentives for federated learning in traffic prediction: Balancing resource allocation and prediction accuracy via Stackelberg contracts
errTransportation Research Part C: Emerging Technologies
IF0
err2025-12-06
err0
errOAAI
errGuowen Dai; Dong Ngoduy; Jinjun Tang; Chuyun Zhao
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errSave
Knowledge-data fusion oriented traffic state estimation: A stochastic physics-informed deep learning approach
errTransportation Research Part C: Emerging Technologies
IF0
err2025-11-07
err0
errOAAI
errTing Wang; Ye Li; Rongjun Cheng; Guojian Zou; Takao Dantsuji; Dong Ngoduy
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errSave
A knowledge-informed deep learning paradigm for generaliz-able and stability-optimized car-following models
errCommunications in Transportation Research
IF14.5
err2025-09-20
err0
PREAI
errChengming Wang; Dongyao Jia; Wei Wang; Dong Ngoduy; Bei Peng; Jianping Wang
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errSave
Modeling car-following behaviors considering driver heterogeneity: A multi-regime stochastic framework
errtransportation research part c emerging technologies
IF0
err2025-08-05
err0
PREAI
errShubo Wu; Dong Ngoduy; Zhengbing He; Yajie Zou; Jian Sun
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errSave
A Sequencing Game Approach for Eco-Friendly Platoon Merging in a Connected Environment
errIEEE Transactions on Intelligent Transportation Systems
IF8.4
err2025-08-01
err0
PREAI
errSheng Yue; Fang Zong; Takao Dantsuji; Dong Ngoduy
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Dynamic equilibrium of the coupled transportation and power networks considering electric vehicles charging behavior
errtransportation research part a policy and practice
IF0
err2025-07-14
err0
PREAI
errYingjie Song; Dong Ngoduy; Takao Dantsuji; Chuan Ding
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errSave
A dynamic and stochastic perspective on time headway in traffic oscillations and its implications for traffic safety
erraccident analysis and prevention
IF0
err2025-07-06
err0
errOAAI
errYing Luo; Weijie Yu; Jiaxin Lu; Yanyan Chen; Dong Ngoduy
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errSave
Dynamic patterns of intercity mobility and influencing factors: Insights from similarities in spatial time-series
errJOURNAL OF TRANSPORT GEOGRAPHY
IF6.3
err2025-04-01
err0
PREAI
errYu, Weijie; Wang, Wei; Hua, Xuedong; Zhao, De; Ngoduy, Dong
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errSave
Evaluating urban rail travel reservation strategy: a dynamic passenger flow simulation approach
errTRANSPORTMETRICA B-TRANSPORT DYNAMICS
IF3.4
err2025-02-12
err0
PREAI
errJiao, Qianhui; Yu, Qing; Chen, Xuewu; Cheng, Long; Ngoduy, Dong
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errSave
Developing and validating an adaptive multi-layer vehicle trajectory reconstruction method for outlier removal
errTRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
IF7.9
err2025-02-01
err0
errOAAI
errLi, Ruijie; Zheng, Zuduo; Ngoduy, Dong; Li, Linbo
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errSave
Discovering the optimal relationship hypothesis of car-following behaviors with neural network-based symbolic regression☆
errTRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
IF7.9
err2025-01-01
err0
errOAAI
errLi, Tenglong; Ngoduy, Dong; Lee, Seunghyeon; Pu, Ziyuan; Viti, Francesco
errShare
errSave
PI-STGnet: Physics-integrated spatiotemporal graph neural network with fundamental diagram learner for highway traffic flow prediction
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-12-01
err2
PREAI
errWang, Ting; Ngoduy, Dong; Zou, Guojian; Dantsuji, Takao; Liu, Zongshi; Li, Ye
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errSave
Stochastic Switching Mode Model based Filters for urban arterial traffic estimation from multi-source data
errTRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
IF7.9
err2024-07-01
err0
errOAAI
errTrinh, Xuan-Sy; Keyvan-Ekbatani, Mehdi; Ngoduy, Dong; Robertson, Blair
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errSave
Integrated driving risk surrogate model and car-following behavior for freeway risk assessment
errACCIDENT ANALYSIS AND PREVENTION
IF6.2
err2024-06-01
err7
errOAAI
errWu, Renfei; Li, Linheng; Shi, Haotian; Rui, Yikang; Ngoduy, Dong; Ran, Bin
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errSave
Inferring heterogeneous treatment effects of crashes on highway traffic: A doubly robust causal machine learning approach
errTRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
IF7.9
err2024-03-01
err2
errOAAI
errLi, Shuang; Pu, Ziyuan; Cui, Zhiyong; Lee, Seunghyeon; Guo, Xiucheng; Ngoduy, Dong
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errSave
On the stability of a heterogeneous platoon-based traffic system with multiple anticipations in the presence of connected and automated vehicles
errTRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
IF7.9
err2023-12-01
err7
errOAAI
errYu, Weijie; Ngoduy, Dong; Hua, Xuedong; Wang, Wei
errShare
errSave
On the assessment of the dynamic platoon and information flow topology on mixed traffic flow under connected environment
errTRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES
IF7.9
err2023-09-01
err14
PREAI
errYu, Weijie; Hua, Xuedong; Ngoduy, Dong; Wang, Wei
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errSave
Hopf Bifurcation Analysis of Mixed Traffic and Its Implications for Connected and Autonomous Vehicles
errIEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF8.4
err2023-06-01
err12
PREAI
errLi, Tenglong; Ngoduy, Dong; Zhao, Xiangmo
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errSave

Research Directions

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Co-authors
Cooperation Journals
H
Hani S. Mahmassani
H-index: 77 · Papers: 872
M
Markos Papageorgiou
H-index: 70 · Papers: 561
D
David Banister
H-index: 68 · Papers: 410
W
William H. K. Lam
H-index: 67 · Papers: 593
J
Jianping Wang
H-index: 54 · Papers: 939
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