4 papers
Spatiotemporal Multi-Task Graph Transformer for Trip-Level Transit Prediction
Oluwaleke Yusuf, Adil Rasheed, Frank Lindseth
Passenger count data from public transit systems reveals urban mobility patterns and is essential for planning, operation, and optimisation. However, non-linear spatiotemporal inte…
Comparing Analytical Approaches for Bike Station Expansion: A Location-Allocation Study in Trondheim, Norway
M. Tsaqif Wismadi, Oluwaleke Yusuf, Adil Rasheed +2
The strategic placement of bike-sharing infrastructure shapes urban accessibility and mobility outcomes. However, station-allocation approaches vary in their assumptions and decisi…
Similarity-Based Bike Station Expansion via Hybrid Denoising Autoencoders
Oluwaleke Yusuf, M. Tsaqif Wismadi, Adil Rasheed
Urban bike-sharing systems require strategic station expansion to meet growing demand. Traditional allocation approaches rely on explicit demand modelling that may not capture the…
Data-Driven Mixed-Methods Framework for Cybernetic Urban Mobility Governance
Oluwaleke Yusuf, Morten Breivik, Adil Rasheed
This study develops a cybernetically inspired mixed-methods framework that bridges the gap between policy formation and implementation through feedback-driven analysis of mobility…