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Traffic Accident Severity Classification System Using Random Forest Algorithm
Article
Article
Ega Muhammad Atsir et al · LPPM Universitas Bhinneka Nusantara · 2025 · ISSN 2303-1425
Traffic accidents pose a major concern in many countries, including Indonesia, causing considerable losses, injuries, and fatalities each year. Properly classifying the severity of these incidents is essential for author...
LCC TENDOkdlbmVyYWwgV29ya3M~Idioma English
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Open Access
Traffic expertise meets residual RL: Knowledge-informed model-based residual reinforcement learning for CAV trajectory control
Article
Article
Zihao Sheng et al · Tsinghua University Press · 2024 · ISSN 2772-4247
Model-based reinforcement learning (RL) is anticipated to exhibit higher sample efficiency than model-free RL by utilizing a virtual environment model. However, obtaining sufficiently accurate representations of environm...
LCC LCC:Transportation engineeringIdioma English
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Open Access
Traffic oscillation mitigation with physics-enhanced residual learning (PERL)-based predictive control
Article
Article
Keke Long et al · Tsinghua University Press · 2024 · ISSN 2772-4247
Real-time vehicle prediction is crucial in autonomous driving technology, as it allows adjustments to be made in advance to the driver or the vehicle, enabling them to take smoother driving actions to avoid potential col...
LCC LCC:Transportation engineeringIdioma English
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Open Access
Traffic simulation optimization considering driving styles
Article
Article
Yunyang Shi et al · Tsinghua University Press · 2025 · ISSN 2772-4247
Parameter calibration is essential for ensuring the accuracy of microscopic traffic simulations. The expected speed is a critical parameter that characterizes behaviors of vehicles in most simulation models, which is inf...
LCC LCC:Transportation engineeringIdioma English
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Open Access
Traffic-related impacts on air quality around student housing in Malang, Indonesia
Article
Article
Muhammad Evan Wahyudi Putra et al · Centre for Science and Technology, IAIN Surakarta · 2026 · ISSN 2549-1245
Urban air pollution from traffic emissions poses a significant risk to students residing in student communal housing (SCH) near major roadways. This study investigates the impact of peak hour traffic on ambient air quali...
LCC TENDOkVudmlyb25tZW50YWwgZW5naW5lZXJpbmc~; TENDOkVudmlyb25tZW50YWwgc2NpZW5jZXM~Idioma English
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TrafficPerceiver: A multimodal large language model with reinforcement learning for unified challenging traffic scene perception
Article
Article
Senyun Kuang et al · Tsinghua University Press · 2026 · ISSN 2772-4247
Understanding traffic scenes under diverse and challenging conditions is critical for intelligent transportation systems (ITSs). Existing methods primarily focus on ideal scenarios and often lack the ability to perform f...
LCC LCC:Transportation engineeringIdioma English
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Traffic of harvester combines: effect on maize yields (Zea Mays L.) and soil compaction under direct sowing system
Article
Article
Guido Fernando Botta et al · Facultad de Ciencias Agrarias. Universidad Nacional de Cuyo · 2018 · ISSN 0370-4661
In this work, we quantified the effects of harvest traffic having different tyre ground pressures and axle loads on soil properties and maize (Zea Mays L.) yields. The treatments consisted of a control plot with no traff...
LCC LCC:Agriculture; TENDOkZvb2QgcHJvY2Vzc2luZyBhbmQgbWFudWZhY3R1cmU~Idioma English
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Open Access
Algunos aspectos psicosociales descuidados en la psicología del tráfico = Some psychological aspects neglected in traffic psychology
Article
Article
Ricardo D. Blasco · Colegio Oficial de la Psicología de Madrid · 2003 · ISSN 1132-0559
Subjects / keywords: Psicología; Psicología Social
Idioma Spanish
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Institucional
Una experiencia piloto para fundamentar la prevención de accidentes de tráfico de jóvenes = A pilot experience to base the prevention of traffic accidents in young persons
Article
Article
Pilar Tejero Gimeno · Colegio Oficial de la Psicología de Madrid · 2003 · ISSN 1132-0559
Subjects / keywords: Psicología; Psicología Social
Idioma Spanish
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Institucional
A Bang for Your Buck – a Commentary of the US Action Plan in Limiting Arms Diversions and Trafficking in Ukraine
Article
Article
Marco Magrin · LSE Press · 2024 · ISSN 2516-7227
Illicit arms trafficking in Ukraine has been a significant issue since the Cold War, with leftover Soviet stockpiles providing lucrative smuggling routes. With over US$100 billion in aid being provided by the West, a siz...
LCC LCC:Social pathology. Social and public welfare. Criminology; TENDOlNvY2lhbCBoaXN0b3J5IGFuZCBjb25kaXRpb25zLiBTb2NpYWwgcHIdioma English
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Institucional
A Hybrid Spatio-Temporal transformer with Temporal Aggregation and Spatial Memory for traffic flow prediction
Article
Article
Linlong Chen et al · SpringerOpen · 2026 · ISSN 2196-1115
Abstract Traffic flow prediction is a fundamental building block for Intelligent Transportation Systems (ITS), enabling proactive congestion mitigation, adaptive traffic signal control, and reliable route guidance. Howev...
LCC TENDOkNvbXB1dGVyIGVuZ2luZWVyaW5nLiBDb21wdXRlciBoYXJkd2FyZQ~~; TENDOkluZm9ybWF0aW9uIHRlY2hub2xvZ3k~; LCC:Electronic compuIdioma English
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Material complementario
A hybrid centralized-decentralized traffic control framework for unmanned aerial vehicles in urban low-altitude airspace
Article
Article
Xiangdong Chen et al · Tsinghua University Press · 2025 · ISSN 2772-4247
Urban air mobility (UAM) represents a transformative approach to alleviating ground-level congestion by transitioning from two-dimension (2D) to three-dimension (3D) transportation systems. Envisioned as a safe, sustaina...
LCC LCC:Transportation engineeringIdioma English
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Open Access
A parsimonious model for classifying the traffic state of urban road networks: A two-stage regression approach
Article
Article
Wei Huang et al · Tsinghua University Press · 2025 · ISSN 2772-4247
An effective method of traffic state classification is crucial for managing urban traffic congestion. Existing methods usually assume a given number of state categories, which is not flexible if real applications are req...
LCC LCC:Transportation engineeringIdioma English
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Open Access
A systematic review of machine learning-based microscopic traffic flow models and simulations
Article
Article
Davies Rowan et al · Tsinghua University Press · 2025 · ISSN 2772-4247
Microscopic traffic flow models and simulations are crucial for capturing vehicle interactions and analyzing traffic. They can provide critical insights for transport planning, management, and operation through scenario ...
LCC LCC:Transportation engineeringIdioma English
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Open Access
ADS-B Communication Interference in Air Traffic Management
Article
Article
George Ray · Embry-Riddle Aeronautical University · 2023 · ISSN 2374-6793
Automated Dependent Surveillance Broadcast (ADS-B) provides position and state information about aircraft and is becoming an essential component in the global air traffic management system. ADS-B transponders broadcast t...
LCC LCC:Motor vehicles. Aeronautics. AstronauticsIdioma English
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Open Access
AI-powered dynamic queue optimization in bursty multi traffic environment
Article
Article
Tehmina Karamat Khan et al · SpringerOpen · 2026 · ISSN 2192-113X
Abstract Modern broadband access networks increasingly carry heterogeneous, delay-sensitive traffic generated by cloud-assisted applications, real-time communication services, and short-form multimedia exchanges. These w...
LCC TENDOkNvbXB1dGVyIGVuZ2luZWVyaW5nLiBDb21wdXRlciBoYXJkd2FyZQ~~; LCC:Electronic computers. Computer scienceIdioma English
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Open Access
An adaptive multi-scale lightweight network for long-distance small traffic sign detection
Article
Article
Ruishi Liang et al · Nature Portfolio · 2026 · ISSN 2045-2322
Abstract Autonomous driving systems critically rely on the precise detection of distant, small traffic signs to ensure safe and efficient navigation. Nonetheless, existing detection algorithms are confronted with several...
LCC LCC:Medicine; TENDOlNjaWVuY2U~Idioma English
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Open Access
Analytical Hierarchy Process Algorithm for Traffic Sign Improvement Priority
Article
Article
Nurlindasari Tamsir et al · Department of Electrical Engineering, Faculty of Engineering, Universitas Khairun · 2023 · ISSN 2354-8924
Traffic signs are part of road equipment that is very important for motorists because they can provide direction while on the highway, and if there is damage, repair or replacement must be carried out immediately because...
LCC LCC:Electrical engineering. Electronics. Nuclear engineeringIdioma English
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Open Access
Beyond conventional vision: RGB-event fusion for robust object detection in dynamic traffic scenarios
Article
Article
Zhanwen Liu et al · Tsinghua University Press · 2025 · ISSN 2772-4247
The dynamic range limitation is intrinsic to conventional RGB cameras, which reduces global contrast and causes the loss of high-frequency details such as textures and edges in complex, dynamic traffic environments (e.g....
LCC LCC:Transportation engineeringIdioma English
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Open Access
CASAformer: Congestion-aware sparse attention transformer for traffic speed prediction
Article
Article
Yifan Zhang et al · Tsinghua University Press · 2025 · ISSN 2772-4247
Accurate and efficient traffic speed prediction is crucial for improving roaDongguand safety and efficiency. With the emerging deep learning and extensive traffic data, data-driven methods are widely adopted to achieve t...
LCC LCC:Transportation engineeringIdioma English
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Open Access
CCDSReFormer: Traffic flow prediction with a criss-crossed dual-stream enhanced rectified transformer model
Article
Article
Zhiqi Shao et al · Tsinghua University Press · 2025 · ISSN 2772-4247
Accurate, efficient, and rapid traffic forecasting is essential for intelligent transportation systems and plays a pivotal role in urban traffic planning, management, and control. While existing spatiotemporal transforme...
LCC LCC:Transportation engineeringIdioma English
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Material complementario
Continuum modeling of freeway traffic flows: State-of-the-art, challenges and future directions in the era of connected and automated vehicles
Article
Article
Saeed Mohammadian et al · Tsinghua University Press · 2023 · ISSN 2772-4247
Connected and automated vehicles (CAVs) are expected to reshape traffic flow dynamics and present new challenges and opportunities for traffic flow modeling. While numerous studies have proposed optimal modeling and cont...
LCC LCC:Transportation engineeringIdioma English
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Open Access
Counterfactual explanations for deep learning-based traffic forecasting
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Article
Rushan Wang et al · Tsinghua University Press · 2025 · ISSN 2772-4247
Deep learning models are widely used in traffic forecasting and have achieved state-of-the-art prediction accuracy. However, their black-box nature presents challenges for interpretability and usability, particularly whe...
LCC LCC:Transportation engineeringIdioma English
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