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Media Cloud: Massive Open Source Collection of Global News on the Open Web
Published 2024Get full text
Article -
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PETRINA : personalizing and analyzing spatiotemporal traffic information
Published 2013“…Moreover, the transport data analytics can provide useful information for urban planning.…”
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Final Year Project (FYP) -
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Impact on car platoon simulations: headway distance vs stopping distance
Published 2023“…Such emerging techniques provide a wealth of knowledge of the traffic conditions for all vehicles driving on an urban road network, which may reduce traffic congestion, fuel consumption, environmental footprints, and enhance safety. …”
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Final Year Project (FYP) -
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Learning-enabled decision-making for autonomous driving: framework and methodology
Published 2023“…The experimental results demonstrate superior performance in both open-loop and closed-loop testing, effectively handling complex urban driving scenarios. This thesis not only makes significant contributions to the advancement of autonomous driving systems but also lays the foundation for future research in learning-based decision-making for a wide range of intelligent systems. …”
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Thesis-Doctor of Philosophy -
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Region embedding with intra and inter-view contrastive learning
Published 2023Get full text
Journal Article -
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Development of an RF positioning system
Published 2020“…Ironically, GNSS positioning becomes unreliable in urban canyons, i.e., places where there is a lot of urban infrastructure. …”
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Thesis-Master by Coursework -
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A simulation-based dynamic traffic assignment model with combined modes
Published 2015“…This paper presents a dynamic traffic assignment (DTA) model for urban multi-modal transportation network by constructing a mesoscopic simulation model. …”
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Journal Article -
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Robust Transit Frequency Setting Problem With Demand Uncertainty
Published 2024Get full text
Article -
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Graph attention informer for long-term traffic flow prediction under the impact of sports events
Published 2024“…Traffic flow prediction is one of the challenges in the development of an Intelligent Transportation System (ITS). Accurate traffic flow prediction helps to alleviate urban traffic congestion and improve urban traffic efficiency, which is crucial for promoting the synergistic development of smart transportation and smart cities. …”
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Journal Article -
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Multi-agent trajectory prediction with heterogeneous edge-enhanced graph attention network
Published 2022Get full text
Journal Article -
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A multi-scale attributes attention model for transport mode identification
Published 2024Get full text
Journal Article -
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Reconstructing Transit Vehicle Trajectory Using High-Resolution GPS Data
Published 2024Get full text
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Online map-matching based on Hidden Markov model for real-time traffic sensing applications
Published 2013“…In many Intelligent Transportation System (ITS) applications that crowd-source data from probe vehicles, a crucial step is to accurately map the GPS trajectories to the road network in real time. …”
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Conference Paper -
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Fairness-Enhancing Deep Learning for Ride-Hailing Demand Prediction
Published 2024Get full text
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Car-to-car communication interworking between 5G cellular and DSRC technologies
Published 2022“…For a DSRC-CV2X Hybrid solution to be realised, SINR compliance will need to be implemented in urban areas where high traffic is expected, to ensure PDR falls within an acceptable range.…”
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Final Year Project (FYP)