Zobrazeno 1 - 3
of 3
pro vyhledávání: '"Andreas Knoben"'
Publikováno v:
Communications in Computer and Information Science ISBN: 9783031063879
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::f63b25042fff7aa16d66681df0efe35f
https://doi.org/10.1007/978-3-031-06388-6_21
https://doi.org/10.1007/978-3-031-06388-6_21
Publikováno v:
arXiv, 1-65. Cornell University
STARTPAGE=1;ENDPAGE=65;TITLE=arXiv
STARTPAGE=1;ENDPAGE=65;TITLE=arXiv
This paper presents a Prolog-based reasoning module to generate counterfactual explanations given the predictions computed by a black-box classifier. The proposed symbolic reasoning module can also resolve what-if queries using the ground-truth label
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f977eed557f3fb37f1ae721def33bad8
http://arxiv.org/abs/2112.12641
http://arxiv.org/abs/2112.12641
Publikováno v:
Lecture Notes in Computer Science ISBN: 9783030637989
SGAI Conf.
Tilburg University-PURE
Artificial Intelligence XXXVII, 21-34
STARTPAGE=21;ENDPAGE=34;TITLE=Artificial Intelligence XXXVII
SGAI Conf.
Tilburg University-PURE
Artificial Intelligence XXXVII, 21-34
STARTPAGE=21;ENDPAGE=34;TITLE=Artificial Intelligence XXXVII
In recent years, pattern classification has started to move from computing models with outstanding prediction rates to models able to reach a suitable trade-off between accuracy and interpretability. Fuzzy Cognitive Maps (FCMs) and their extensions a
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::55d29a74a8d7750f40f55088f14339fe
https://doi.org/10.1007/978-3-030-63799-6_2
https://doi.org/10.1007/978-3-030-63799-6_2