21 citations · 29 across the 2 of their papers we have counts for
2 papers
cs.LG2020★ 8 cited
Gated Ensemble of Spatio-temporal Mixture of Experts for Multi-task Learning in Ride-hailing System
M. H. Rahman, S. M. Rifaat, S. N. Sadeek +2
Ride-hailing system requires efficient management of dynamic demand and supply to ensure optimal service delivery, pricing strategies, and operational efficiency. Designing spatio-…
cs.LG2020★ 21 cited
Using Spatio-temporal Deep Learning for Forecasting Demand and Supply-demand Gap in Ride-hailing System with Anonymised Spatial Adjacency Information
M. H. Rahman, S. M. Rifaat
To reduce passenger waiting time and driver search friction, ride-hailing companies need to accurately forecast spatio-temporal demand and supply-demand gap. However, due to spatio…