Publications

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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)
T. R. Besold, Garcez, A. S. d'Avila, Bader, S., Bowman, H., Domingos, P., Hitzler, P., Kühnberger, K. - U., Lamb, L. C., Lowd, D., Lima, P. Machado Vi, de Penning, L., Pinkas, G., Poon, H., and Zaverucha, G., Neural-Symbolic Learning and Reasoning: A Survey and Interpretation, in Neuro-Symbolic Artificial Intelligence: The State of the Art, Amsterdam: IOS Press, 2022.PDF icon 2017-nesy-survey(4).pdf (635.26 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.
C. Baru, Campbell, L., Chang, W., DeBlank-Knowles, T., George, J., Halbert, M., Albrecht, K., Amaral, L., Ammar, N., Bacastow, T., Baranzini, S., Bishop, M., Cafarella, M., Cucerzan, S., Ding, Y., Handspicker, B., Hassanzadeh, O., Hitzler, P., Hudson, F., Israni, S., Rizk-Jackson, A., Jackson, E., Jahn, E., Janowicz, K., Kar, B., Klein, S., Lange, M., Lassila, O., Li, C., McGranaghan, R., Omay, M., Pah, A., Raschid, L., Ricart, G., Sallinger, E., Seaton, G., Shimizu, C., Stahopoulos, A., Wormeli, P., Yeghiazarian, L., Young, E., Livingston, P., Maughan, D., and Smith, S., Open Knowledge Network Roadmap: Powering The Next Data Revolution, 2022.
P. Hitzler, Open Knowledge Network Roadmap:Appendix B, 2022.
C. Shimizu, Hitzler, P., and Vardeman, II, C., A Pattern for Modeling Computational Observations, Proceedings of the 13th Workshop on Ontology Design and Patterns, WOP2022, at the 21st International Semantic Web Conference, ISWC 2022. 2022.PDF icon 2022-wop-shimizu.pdf (920.06 KB)
S. Stephen, Shimizu, C., Schildhauer, M., Zhu, R., Janowicz, K., and Hitzler, P., A Pattern for Representing Scientific Taxonomies, Proceedings of the 13th Workshop on Ontology Design and Patterns, WOP2022, at the 21st International Semantic Web Conference, ISWC 2022. 2022.PDF icon 2022-wop-stephen.pdf (385.58 KB)
P. Hitzler, Some advances regarding ontologies and neuro-symbolic artificial intelligence, Proceedings of the Workshop on Meta-Knowledge Transfer/ Communication in Different Systems at ECML/PKDD 2022. 2022.PDF icon 2022-metalearning.pdf (141.48 KB)

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