Interpretable concept-based classification with Shapley values

DOI10.1007/978-3-030-57855-8_7zbMath1476.68231OpenAlexW3086769609MaRDI QIDQ2038054

Dmitry I. Ignatov, Léonard Kwuida

Publication date: 8 July 2021

Full work available at URL: https://doi.org/10.1007/978-3-030-57855-8_7

zbMATH Keywords

Shapley valuesformal conceptsinterpretable machine learningJSM hypotheses

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05) Knowledge representation (68T30)

Related Items (2)

Formal Concept Analysis and Extensions for Complex Data Analytics ⋮ On Shapley value interpretability in concept-based learning with formal concept analysis

This page was built for publication: Interpretable concept-based classification with Shapley values