Towards an Interpretable Autoencoder: A Decision-Tree-Based Autoencoder and its Application in Anomaly Detection

Diana Laura Aguilar, Miguel Angel Medina-Pérez, Octavio Loyola-González, Kim-Kwang Raymond Choo, Edoardo Bucheli-Susarrey. Towards an Interpretable Autoencoder: A Decision-Tree-Based Autoencoder and its Application in Anomaly Detection. IEEE Trans. Dependable Sec. Comput., 20(2):1048-1059, March - April 2023. [doi]

@article{AguilarMLCB23,
  title = {Towards an Interpretable Autoencoder: A Decision-Tree-Based Autoencoder and its Application in Anomaly Detection},
  author = {Diana Laura Aguilar and Miguel Angel Medina-Pérez and Octavio Loyola-González and Kim-Kwang Raymond Choo and Edoardo Bucheli-Susarrey},
  year = {2023},
  month = {March - April},
  doi = {10.1109/TDSC.2022.3148331},
  url = {https://doi.org/10.1109/TDSC.2022.3148331},
  researchr = {https://researchr.org/publication/AguilarMLCB23},
  cites = {0},
  citedby = {0},
  journal = {IEEE Trans. Dependable Sec. Comput.},
  volume = {20},
  number = {2},
  pages = {1048-1059},
}