Ignatov, Dmitry I.

Kemgne, Martin Waffo; Njionou, Blaise Bleriot Koguep; Kwuida, Léonard; Ignatov, Dmitry I. (2024). Shapley Values in Classification Problems with Triadic Formal Concept Analysis In: Cabrera, Inma P.; Ferré, Sébastien; Obiedkov, Sergei (eds.) Conceptual Knowledge Structures: First International Joint Conference, CONCEPTS 2024, Cádiz, Spain, September 9–13, 2024, Proceedings. Lecture Notes in Computer Science: Vol. 14914 (pp. 83-96). Cham: Springer Nature 10.1007/978-3-031-67868-4_6

Ignatov, Dmitry I.; Kwuida, Léonard (2022). On Shapley value interpretability in concept-based learning with formal concept analysis Annals of Mathematics and Artificial Intelligence, 90(11-12), pp. 1197-1222. Springer 10.1007/s10472-022-09817-y

Ignatov, Dmitry I.; Kwuida, Léonard (2020). Interpretable Concept-Based Classification with Shapley Values In: International Conference on Conceptual Structures ICCS 2020: Ontologies and Concepts in Mind and Machine. Lecture Notes in Computer Science: Vol. 12277 (pp. 90-102). Cham: Springer International Publishing 10.1007/978-3-030-57855-8_7

Ignatov, Dmitry I.; Kwuida, Léonard (2020). Shapley and Banzhaf Vectors of a Formal Concept In: International Conference on Concept Lattices and Their Applications. CEUR Workshop Proceedings: Vol. 2668 (pp. 259-271). CEUR-WS.org

Kuitché, R.; Temgoua, R.; Kwuida, Léonard (2018). A similarity measure to generalize attributes In: Ignatov, Dmitry I.; Nourine, Lhouari (eds.) Proceedings of the Fourteenth International Conference on Concept Lattices and Their Applications (pp. 141-152). CEUR-WS.org