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HARNESSING CONNECTED VEHICLE DATA.

• Authors : Jerome, Zachary¹; Xingmin Wang²; Zihao Wang³

• Source: Roads & Bridges. Oct2024, Vol. 62 Issue 8, p14-19. 4p.

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A Fusion Assessment Method for Foundation Pit Collapse Risk Based on Machine Learning and Improved Dempster-Shafer Evidence Theory

• Authors : Yousheng WAN; Bo WU; Jiajia ZENG

Subjects: metro; foundation pit; collapse risk

• Source: Chengshi guidao jiaotong yanjiu, Vol 29, Iss 2, Pp 80-86 (2026)

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The Impact of Spatio-Temporal Constraints on Tourists’ Travel Mode Choice Behaviour – Case of Sijiao Island, China

• Authors : Yazao YANG; Hui WEN; Tangzheng WENG

Subjects: spatio-temporal factors; machine learning; travel mode choice

• Source: Promet (Zagreb), Vol 38, Iss 2, Pp 326-339 (2026)

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A Federated Learning Approach for Scalable Road Condition Detection in Connected Vehicles

• Authors : Amith Khandakar; David G. Michelson; Md. Munawar Hossain

Subjects: Connected vehicles; machine learning; mobile sensor data

• Source: IEEE Open Journal of Intelligent Transportation Systems, Vol 7, Pp 787-798 (2026)

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Internal Force Analysis and Prediction of Permanent-temporary Combined Prefabricated Underground Station Main Structures

• Authors : Hao ZHOU; Qianwei XU; Jiecheng SUN

Subjects: metro; prefabricated underground station; structural internal forces

• Source: Chengshi guidao jiaotong yanjiu, Vol 29, Iss 1, Pp 89-99 (2026)

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Generalizable Driver Identification Through Road Curvature Analysis in Internet of Vehicles

• Authors : Junghyun Lee; Hyeonseok Seo; Sangdon Park

Subjects: Driver behavior profiling; driver identification; Internet of Vehicles

• Source: IEEE Open Journal of Intelligent Transportation Systems, Vol 7, Pp 218-232 (2026)

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Spiking Neural Networks for Accurate and Efficient State of Health Estimation of Lithium-Ion Batteries Across Varying Temperatures

• Authors : Slimane Arbaoui; Tedjani Mesbahi; Theo Heitzmann

Subjects: Battery monitoring; lithium-ion batteries; LFP dataset

• Source: IEEE Open Journal of Vehicular Technology, Vol 7, Pp 510-522 (2026)

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Laboratory-on-IoT for predicting construction temperature of asphalt pavement

• Authors : Weijie Mao; Wei Si; Ning Li

Subjects: Asphalt pavement; Construction temperature; Internet of things

• Source: Journal of Traffic and Transportation Engineering (English ed. Online), Vol 12, Iss 5, Pp 1254-1270 (2025)

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Prediction of Pedestrian Traffic Accident Severity and Evaluation of Driver and Pedestrian Faults

• Authors : Fatih İrfan Baş

Subjects: Accident; Pedestrian; Machine learning

• Source: Volume: 15, Issue: 2581-592Journal of the Institute of Science and TechnologyIğdır Üniversitesi Fen Bilimleri Enstitüsü Dergisi

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Machine learning powered design of eco-friendly prestressed concrete sleepers

• Authors : Queen Madonna Chenge; Sakdirat Kaewunruen; Alex M Remennikov

Subjects: Machine learning; Embodied carbon; Design

• Source: Transportation Engineering, Vol 23, Iss , Pp 100431- (2026)

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