Fairness-Enhancing Deep Learning for Ride-Hailing Demand Prediction

Short-term demand forecasting for on-demand ride-hailing services is a fundamental issue in intelligent transportation systems. However, previous research predominantly focused on improving prediction accuracy, ignoring fairness issues such as systematic underestimations of travel demand in disadvan...

Повний опис

Бібліографічні деталі
Автори: Yunhan Zheng, Qingyi Wang, Dingyi Zhuang, Shenhao Wang, Jinhua Zhao
Формат: Стаття
Мова:English
Опубліковано: IEEE 2023-01-01
Серія:IEEE Open Journal of Intelligent Transportation Systems
Предмети:
Онлайн доступ:https://ieeexplore.ieee.org/document/10190147/