A Survey of Methods for Explaining Black Box Models
Riccardo Guidotti, Anna Monreale, Salvatore Ruggieri, Franco Turini, Fosca Giannotti, Dino Pedreschi
ACM Computing Surveys 51(5), 42 pages, article 93, August 2018
Association for Computing Machinery, New York, NY, USA
@article{10.1145/3236009,
address = {New York, NY, USA},
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 Comput. Surv.},
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}
address = {New York, NY, USA},
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 Comput. Surv.},
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}
Journals & Series
- ACM Computing Surveys (CSUR)