Joint prediction of travel mode choice and purpose from travel surveys: A multitask deep learning approach

Published in Travel Behaviour and Society, 2023, 2023

We propose a multitask deep neural network framework to jointly predict mode choice and purpose in urban journeys.

Paper

Citation:

@article{bei2023joint,
  title={Joint prediction of travel mode choice and purpose from travel surveys: A multitask deep learning approach},
  author={Bei, Honghan and Chen, Huanfa and Li, Lin and Gao, Xiaowei and Xia, Yutong and Sun, Yutong},
  journal={Travel Behaviour and Society},
  volume={33},
  pages={100625},
  year={2023},
  publisher={Elsevier}
}