An analysis on the use of autoencoders for representation learning: Fundamentals, learning task case studies, explainability and challenges

David Charte, Francisco Charte, María José del Jesus, Francisco Herrera. An analysis on the use of autoencoders for representation learning: Fundamentals, learning task case studies, explainability and challenges. Neurocomputing, 404:93-107, 2020. [doi]

@article{CharteCJH20,
  title = {An analysis on the use of autoencoders for representation learning: Fundamentals, learning task case studies, explainability and challenges},
  author = {David Charte and Francisco Charte and María José del Jesus and Francisco Herrera},
  year = {2020},
  doi = {10.1016/j.neucom.2020.04.057},
  url = {https://doi.org/10.1016/j.neucom.2020.04.057},
  researchr = {https://researchr.org/publication/CharteCJH20},
  cites = {0},
  citedby = {0},
  journal = {Neurocomputing},
  volume = {404},
  pages = {93-107},
}