Kamruzzaman Sarker

In Press
P. Hitzler, Ebrahimi, M., Sarker, M. K., and Stepanova, D., “Neuro-Symbolic AI and the Semantic Web”, Semantic Web Journal, In Press.PDF icon 2024-SWJ-NeSy-SI.pdf (81.48 KB)
2023
A. Dalal, Sarker, M. K., Barua, A., and Hitzler, P., “Explaining Deep Learning Hidden Neuron Activations using Concept Induction”, 2023.PDF icon Explaining_Deep_Learning_Hidden_Neuron_Activations_using_Concept_Induction (2).pdf (7.89 MB)
G. T. Amariucai, Hitzler, P., Jana, A., Ebrahimi, M., and Sarker, M. K., “Secure Architecture for Biometric Authentication”, 2023.
C. Widmer, Sarker, M. K., Nadella, S., Fiechter, J., Juvina, I., Minnery, B., Hitzler, P., Schwartz, J., and Raymer, M., “Towards Human-Compatible XAI: Explaining Data Differentials with Concept Induction over Background Knowledge”, Journal of Web Semantics, vol. 79:100807, 2023.PDF icon Towards_human_compatible_XAI.pdf (1.06 MB)
2022
A. Jana, Paudel, B., Sarker, M. K., Ebrahimi, M., Hitzler, P., and Amariucai, G. T., “Neural Fuzzy Extractors: A Secure Way to Use Artificial Neural Networks for Biometric User Authentication”, Proceedings of Privacy Enhancing Technologies , vol. 2022 (4), pp. 86-104, 2022.PDF icon 2020-arxiv-nfes.pdf (408.14 KB)
P. Hitzler, Eberhart, A., Ebrahimi, M., Sarker, M. K., and Zhou, L., “Neuro-symbolic approaches in artificial intelligence”, National Science Review, vol. 9, no. 6, 2022.
M. K. Sarker, Zhou, L., Eberhart, A., and Hitzler, P., “Neuro-Symbolic Artificial Intelligence: Current Trends”, AI Communications, vol. 34, no. 3, 2022.PDF icon 2021_AIC_NeSy.pdf (149.19 KB)
P. Hitzler and Sarker, M. K., Neuro-Symbolic Artificial Intelligence - The State of the Art. Amsterdam: IOS Press, 2022.
2021
A. Eberhart, Shimizu, C., Chowdhury, S., Sarker, M. K., and Hitzler, P., “Expressibility of OWL Axioms with Patterns”, in ESWC 2021, 2021.PDF icon Expressibility_of_OWL_ Axioms_with_Patterns.pdf (357.95 KB)
A. Eberhart, Shimizu, C. M., Chowdhury, S., Sarker, M. K., and Hitzler, P., “Expressibility of OWL Axioms with Patterns”, in The Semantic Web – 18th International Conference, ESWC 2021, 2021, pp. 230-245.PDF icon 2021-ESWC-Expressebility-of-owl-axioms-and-patterns.pdf (357.95 KB)
M. Ebrahimi, Sarker, M. K., Bianchi, F., Xie, N., Eberhart, A., Doran, D., Kim, H. S., and Hitzler, P., “Neuro-Symbolic Deductive Reasoning for Cross-Knowledge Graph Entailment”, in AAAI-MAKE 2021, 2021.PDF icon 2021-AAAI_MAKE.pdf (753.28 KB)
2020
I. Juvina, Aue, W. R., Minnery, B., Hitzler, P., Nadella, S., and Sarker, M. K., “Counterfactual reasoning over large-scale human performance optimization experiments”, Virtual poster presented at the annual meeting of the Psychonomic Society, November 2020. 2020.
P. Hitzler, Bianchi, F., Ebrahimi, M., and Sarker, M. K., “Neural-Symbolic Integration and the Semantic Web”, Semantic Web, vol. 11, no. 1, 2020.
M. K. Sarker, Schwartz, J., Hitzler, P., Zhou, L., Nadella, S., Minnery, B., Juvina, I., Raymer, M. L., and Aue, W. R., “Wikipedia Knowledge Graph for Explainable AI”, in Second Iberoamerican Knowledge Graphs and Semantic Web Conference (KGSWC), 2020.PDF icon 2020_Wiki_KG_kgswc_conference.pdf (1.02 MB)
2019
M. K. Sarker and Hitzler, P., “Efficient Concept Induction for Description Logics”, in AAAI Conference on Artificial Intelligence, Honolulu, US, 2019, vol. 33.PDF icon Efficient Concept Induction for Description Logics.pdf (288.86 KB)

Pages