Coupling algebraic topology theory, formal methods and safety requirements toward a new coverage metric for artificial intelligence models

Faouzi Adjed, Mallek Mziou-Sallami, Frédéric Pelliccia, Mehdi Rezzoug, Lucas Schott, Christophe Bohn, Yesmina Jaâfra. Coupling algebraic topology theory, formal methods and safety requirements toward a new coverage metric for artificial intelligence models. Neural Computing and Applications, 34(19):17129-17144, 2022. [doi]

@article{AdjedMPRSBJ22,
  title = {Coupling algebraic topology theory, formal methods and safety requirements toward a new coverage metric for artificial intelligence models},
  author = {Faouzi Adjed and Mallek Mziou-Sallami and Frédéric Pelliccia and Mehdi Rezzoug and Lucas Schott and Christophe Bohn and Yesmina Jaâfra},
  year = {2022},
  doi = {10.1007/s00521-022-07363-6},
  url = {https://doi.org/10.1007/s00521-022-07363-6},
  researchr = {https://researchr.org/publication/AdjedMPRSBJ22},
  cites = {0},
  citedby = {0},
  journal = {Neural Computing and Applications},
  volume = {34},
  number = {19},
  pages = {17129-17144},
}