Input-output hidden markov model for individual mobility prediction with interpretability.
These are codes for paper "Individual Mobility Prediction in Mass Transit Systems using Smart Card Data: An Interpretable Activity-based Hidden Markov Approach". The IOHMM codes are modified from https://github.com/Mogeng/IOHMM. The first author want to thank Mr. Mogeng Yin for the discussion about the IOHMM implementation.
Data is not avaiable due to privacy issues.
@ARTICLE{9537634,
author={Mo, Baichuan and Zhao, Zhan and Koutsopoulos, Haris N. and Zhao, Jinhua},
journal={IEEE Transactions on Intelligent Transportation Systems},
title={Individual Mobility Prediction in Mass Transit Systems Using Smart Card Data: An Interpretable Activity-Based Hidden Markov Approach},
year={2022},
volume={23},
number={8},
pages={12014-12026},
doi={10.1109/TITS.2021.3109428}}