Publications
“Neuro-symbolic approaches in artificial intelligence”, National Science Review, vol. 9, no. 6, 2022.
, “Neuro-Symbolic Artificial Intelligence: Current Trends”, AI Communications, vol. 34, no. 3, 2022. 2021_AIC_NeSy.pdf (149.19 KB)
, Neuro-Symbolic Artificial Intelligence - The State of the Art. Amsterdam: IOS Press, 2022.
, “Explaining Deep Learning Hidden Neuron Activations using Concept Induction”, 2023. Explaining_Deep_Learning_Hidden_Neuron_Activations_using_Concept_Induction (2).pdf (7.89 MB)
, , “Towards Human-Compatible XAI: Explaining Data Differentials with Concept Induction over Background Knowledge”, Journal of Web Semantics, vol. 79:100807, 2023. Towards_human_compatible_XAI.pdf (1.06 MB)
, “Neuro-Symbolic AI and the Semantic Web”, Semantic Web Journal, In Press. 2024-SWJ-NeSy-SI.pdf (81.48 KB)
,