Towards a Conditional and Multi-preferential Approach to Explainability of Neural Network Models in Computational Logic (Extended Abstract)

Mario Alviano, Francesco Bartoli, Marco Botta, Roberto Esposito, Laura Giordano 0001, Valentina Gliozzi, Daniele Theseider Dupré. Towards a Conditional and Multi-preferential Approach to Explainability of Neural Network Models in Computational Logic (Extended Abstract). In Cataldo Musto, Riccardo Guidotti, Anna Monreale, Giovanni Semeraro, editors, Proceedings of the 3rd Italian Workshop on Explainable Artificial Intelligence co-located with 21th International Conference of the Italian Association for Artificial Intelligence(AIxIA 2022), Udine, Italy, November 28 - December 3, 2022. Volume 3277 of CEUR Workshop Proceedings, pages 64-72, CEUR-WS.org, 2022. [doi]

@inproceedings{AlvianoBBE0GD22,
  title = {Towards a Conditional and Multi-preferential Approach to Explainability of Neural Network Models in Computational Logic (Extended Abstract)},
  author = {Mario Alviano and Francesco Bartoli and Marco Botta and Roberto Esposito and Laura Giordano 0001 and Valentina Gliozzi and Daniele Theseider Dupré},
  year = {2022},
  url = {http://ceur-ws.org/Vol-3277/short1.pdf},
  researchr = {https://researchr.org/publication/AlvianoBBE0GD22},
  cites = {0},
  citedby = {0},
  pages = {64-72},
  booktitle = {Proceedings of the 3rd Italian Workshop on Explainable Artificial Intelligence co-located with 21th International Conference of the Italian Association for Artificial Intelligence(AIxIA 2022), Udine, Italy, November 28 - December 3, 2022},
  editor = {Cataldo Musto and Riccardo Guidotti and Anna Monreale and Giovanni Semeraro},
  volume = {3277},
  series = {CEUR Workshop Proceedings},
  publisher = {CEUR-WS.org},
}