MuLHiTA: A Novel Multiclass Classification Framework With Multibranch LSTM and Hierarchical Temporal Attention for Early Detection of Mental Stress

Likun Xia, Yuan Feng, Ziheng Guo, Jinhong Ding, Yanlei Li, Yifan Li, Ming Ma 0004, Guoxi Gan, Yehan Xu, JingYu Luo, Zhi-Ping Shi 0002, Yong Guan. MuLHiTA: A Novel Multiclass Classification Framework With Multibranch LSTM and Hierarchical Temporal Attention for Early Detection of Mental Stress. IEEE Transactions on Neural Networks, 34(12):9657-9670, December 2023. [doi]

@article{XiaFGDLLMGXLSG23,
  title = {MuLHiTA: A Novel Multiclass Classification Framework With Multibranch LSTM and Hierarchical Temporal Attention for Early Detection of Mental Stress},
  author = {Likun Xia and Yuan Feng and Ziheng Guo and Jinhong Ding and Yanlei Li and Yifan Li and Ming Ma 0004 and Guoxi Gan and Yehan Xu and JingYu Luo and Zhi-Ping Shi 0002 and Yong Guan},
  year = {2023},
  month = {December},
  doi = {10.1109/TNNLS.2022.3159573},
  url = {https://doi.org/10.1109/TNNLS.2022.3159573},
  researchr = {https://researchr.org/publication/XiaFGDLLMGXLSG23},
  cites = {0},
  citedby = {0},
  journal = {IEEE Transactions on Neural Networks},
  volume = {34},
  number = {12},
  pages = {9657-9670},
}