8 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…
Fusing Cellular Network Data and Tollbooth Counts for Urban Traffic Flow Estimation
Oluwaleke Yusuf, Shaira Tabassum
Traffic simulations, essential for planning urban transit infrastructure interventions, require vehicle-category-specific origin-destination (OD) data. Existing data sources are im…
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…
Real-Time Hand Gesture Recognition: Integrating Skeleton-Based Data Fusion and Multi-Stream CNN
Oluwaleke Yusuf, Maki Habib, Mohamed Moustafa
Hand Gesture Recognition (HGR) enables intuitive human-computer interactions in various real-world contexts. However, existing frameworks often struggle to meet the real-time requi…