A Survey of Methods for Explaining Black Box Models

@article{blackboxexplain-csur51,
   address = {New York, NY, USA},
   apice = {BlackboxexplainCsur51},
   articleno = 93,
   author = {Guidotti, Riccardo and Monreale, Anna and Ruggieri, Salvatore and Turini, Franco and Giannotti, Fosca and Pedreschi, Dino},
   doi = {10.1145/3236009},
   issn = {0360-0300},
   issue_date = {September 2019},
   journal = {ACM Computing Surveys},
   keywords = {interpretability, explanations, Open the black box, transparent models},
   month = aug,
   number = 5,
   numpages = 42,
   publisher = {Association for Computing Machinery},
   title = {A Survey of Methods for Explaining Black Box Models},
   url = {https://doi.org/10.1145/3236009},
   volume = 51,
   year = 2018
}