THPs: Topological Hawkes Processes for Learning Causal Structure on Event Sequences

Ruichu Cai, Siyu Wu, Jie Qiao, Zhifeng Hao, Keli Zhang, Xi Zhang. THPs: Topological Hawkes Processes for Learning Causal Structure on Event Sequences. IEEE Transactions on Neural Networks, 35(1):479-493, January 2024. [doi]

@article{CaiWQHZZ24,
  title = {THPs: Topological Hawkes Processes for Learning Causal Structure on Event Sequences},
  author = {Ruichu Cai and Siyu Wu and Jie Qiao and Zhifeng Hao and Keli Zhang and Xi Zhang},
  year = {2024},
  month = {January},
  doi = {10.1109/TNNLS.2022.3175622},
  url = {https://doi.org/10.1109/TNNLS.2022.3175622},
  researchr = {https://researchr.org/publication/CaiWQHZZ24},
  cites = {0},
  citedby = {0},
  journal = {IEEE Transactions on Neural Networks},
  volume = {35},
  number = {1},
  pages = {479-493},
}