A Survey of Methods for Explaining Black Box Models

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@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}