Mehdi Katranji

Attention-based Gated Recurrent Unit for Links Traffic Speed Forecasting

Mobility data disaggregation: A transfer learning approach

RNN Encoder-Decoder for the inference of regular human mobility patterns

Estimation of Time Delay caused by Point Geometry in Public Transport

Travel time prediction is a well-renowned topic of research. It is primarily influenced by traffic congestion, road conditions and route geometry. Among them route geometry at any point is not...

Multi-task learning of daily work and study round-trips from survey data

In this study, we present a machine learning approach to infer the worker and student mobility flows on daily basis from static censuses. The rapid urbanization has made the estimation of the...