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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.

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.

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.

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.

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.

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.

2022-metalearning.pdf (141.48 KB)

2021

P. Hitzler, Janowicz, K., Sharda, A., and Shimizu, C., “Advancing Agriculture through Semantic Data Management”, Semantic Web, vol. 12, no. 4, 2021.

2021_SWJ_Editorial_Ag.pdf (77.22 KB)

A. Eells, Shimizu, C., Zhou, L., Hitzler, P., Estrecha, S. Gonzalez, and Rehberger, D., “Aligning Patterns to the Wikibase Model”, Workshop on Ontology Design and Patterns. 2021.

Aligning Patterns to the Wikibase Model (544.4 KB)

C. Shimizu and Hitzler, P., “Automatically Generating Human Readable Documentation for Ontology Design Patterns”. 2021.

C. Shimizu and Hitzler, P., “Automatically Generating Human Readable Documentation for Ontology Design Patterns”, in International Semantic Web Conference Poster and Demos, 2021.

ISWC2021_paper_305.pdf (161.18 KB)

M. Sen Sarma and Das, A., “BMGC: A Deep Learning Approach to Classify Bengali Music Genres”, in Proceedings of the 4th International Conference on Networking, Information Systems & Security, New York, NY, USA, 2021.

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