Actionable Explainable AI (AxAI): A Practical Example with Aggregation Functions for Adaptive Classification and Textual Explanations for Interpretable Machine Learning

Anna Saranti, Miroslav Hudec, Erika Mináriková, Zdenko Takác, Udo Großschedl, Christoph Koch 0006, Bastian Pfeifer, Alessa Angerschmid, Andreas Holzinger. Actionable Explainable AI (AxAI): A Practical Example with Aggregation Functions for Adaptive Classification and Textual Explanations for Interpretable Machine Learning. Machine Learning and Knowledge Extraction, 4(4):924-953, December 2022. [doi]

@article{SarantiHMTGKPAH22,
  title = {Actionable Explainable AI (AxAI): A Practical Example with Aggregation Functions for Adaptive Classification and Textual Explanations for Interpretable Machine Learning},
  author = {Anna Saranti and Miroslav Hudec and Erika Mináriková and Zdenko Takác and Udo Großschedl and Christoph Koch 0006 and Bastian Pfeifer and Alessa Angerschmid and Andreas Holzinger},
  year = {2022},
  month = {December},
  doi = {10.3390/make4040047},
  url = {https://doi.org/10.3390/make4040047},
  researchr = {https://researchr.org/publication/SarantiHMTGKPAH22},
  cites = {0},
  citedby = {0},
  journal = {Machine Learning and Knowledge Extraction},
  volume = {4},
  number = {4},
  pages = {924-953},
}