Oct 4, 2024 · We develop algorithms for solving this inverse problem as a heuristic search in the space of semantic queries and we evaluate the proposed ...
We develop algorithms for solving this inverse problem as a heuristic search in the space of semantic queries and we evaluate the proposed algorithms on four ...
Jul 26, 2022 · We develop algorithms for solving this inverse problem as a heuristic search in the space of semantic queries and we evaluate the proposed ...
Searching for explanations of black-box classifiers in the space of semantic queries. J Liartis, E Dervakos, O Menis-Mastromichalakis, A Chortaras, G Stamou.
In this paper we present a methodology for utilizing description logics for explaining black-box classifiers. Specifically, given a dataset, a knowledge which ...
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Cite Email Print Share. Searching for explanations of black-box classifiers in the space of semantic queries. Authors: Liartis, Jason | Dervakos, Edmund ...
This paper presents a methodology for utilizing description logics for explaining black-box classifiers by attempting to mimic the black- box with ...
This allows for explaining opaque black-box classifiers, using terminology and information that is independent of the features of the classifier and its domain ...
Oct 21, 2024 · This paper presents a novel framework that utilizes semantic descriptions to define prototypes and provide clear explanations, effectively ...
In this paper we present a methodology for utilizing description logics for explaining black-box classifiers. Specifically, given a dataset, a knowledge which ...
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