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)
, 