ITLS Working Papers 2025: Recent submissions
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MaaSformer-MMOE: Multi-task Transformer under mixture-of-experts framework for MaaS bundle customization
Published 2025Mobility-as-a-Service (MaaS) platforms are reshaping urban mobility by integrating multiple travel modes into seamless, user-centric systems. However, designing dynamic MaaS bundles that adapt to user-specific preferences, ...Open AccessWorking Paper -
The MaaS Blueprint for Regional Towns and Rural Hinterlands
Published 2025-02-07This Blueprint document presents a vision for how transport services in rural and regional areas in the NSW context could be better organised to meet the needs of residents and visitors. The Blueprint features a mobility ...Open AccessWorking Paper -
The influence of flexi-time and flexi-place work on online ordering expenditure
Published 2025In recent years we have seen a tsunami of change in both the way in which work is performed by location, when, and the quantum of hours, which is now seen as flexi-place and flexitime, together with the growth annually in ...Open AccessWorking Paper -
A spatial-temporal dynamic attention based Mamba model for multi-type passenger demand prediction in multimodal public transit systems
Published 2025Predicting multi-type passenger demand, such as for adults, seniors, pensioners, and students, is essential for improving the operational efficiency, equity, and sustainability of multimodal public transit (PT) systems. ...Open AccessWorking Paper -
Systematic assessment of push and pull initiatives in behavioural responses associated with public transport fares, service frequency, car-related tolls, distance-based road user charges, and parking charges
Published 2025-01-24There has been a constant flow of empirical evidence suggesting the likely modal trip impact that stand-alone policy initiatives such as public transport fares or service frequency and road pricing reforms (be it tolls or ...Open AccessWorking Paper