62 citations · 180 across the 11 of their papers we have counts for
3 papers · 1 filter
Understanding transit ridership in an equity context through a comparison of statistical and machine learning algorithms
Elnaz Yousefzadeh Barri, Steven Farber, Hadi Jahanshahi +1
Building an accurate model of travel behaviour based on individuals' characteristics and built environment attributes is of importance for policy-making and transportation planning…
A Deep Reinforcement Learning Approach for the Meal Delivery Problem
Hadi Jahanshahi, Aysun Bozanta, Mucahit Cevik +5
We consider a meal delivery service fulfilling dynamic customer requests given a set of couriers over the course of a day. A courier's duty is to pick-up an order from a restaurant…
nTreeClus: a Tree-based Sequence Encoder for Clustering Categorical Series
Hadi Jahanshahi, Mustafa Gokce Baydogan
The overwhelming presence of categorical/sequential data in diverse domains emphasizes the importance of sequence mining. The challenging nature of sequences proves the need for co…