Publications

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2021
J. Zalewski, Hitzler, P., and Janowicz, K., “Semantic Compression with Region Calculi in Nested Hierarchical Grids”, in Proceedings of the 29th International Conference on Advances in Geographic Information Systems, New York, NY, USA, 2021, pp. 305–308.PDF icon semantic_compression.pdf (444.8 KB)
J. Zalewski, Hitzler, P., and Janowicz, K., “Semantic Compression with Region Calculi in Nested Hierarchical Grids (Technical Report)”, 2021.PDF icon Semantic Compression Technical Report (354.64 KB)
R. Zhu, Shimizu, C., Stephen, S., Zhou, L., Cai, L., Mai, G., Janowicz, K., Schildhauer, M., and Hitzler, P., “SOSA-SHACL: Shapes Constraint for the Sensor, Observation, Sample, and Actuator Ontology”, in The 10th International Joint Conference on Knowledge Graphs, IJCKG 2021, December 6-8, 2021, Virtual Event, Thailand, 2021.PDF icon 2021_IJCKG_SOSA_SHACL.pdf (673.54 KB)
C. Kupitz, Eberhart, A., Schmidt, D., Stevens, C., Shimizu, C., Hitzler, P., Salvucci, D., Maruyama, B., and Myers, C., “Toward Undifferentiated Cognitive Models”, International Conference on Cognitive Modeling. 2021.PDF icon Kupitz-ICCM21.pdf (281.73 KB)
C. Shimizu, McGranaghan, R., Eberhart, A., and Kellerman, A. C., “Towards a Modular Ontology for Space Weather Research”, in Advances in Ontology Design Patterns, IOS Press, 2021.PDF icon Towards a Modular Ontology for Space Weather Research.pdf (596.89 KB)
M. Ebrahimi, Eberhart, A., Bianchi, F., and Hitzler, P., “Towards Bridging the Neuro-Symbolic Gap: Deep Deductive Reasoners”, Applied Intelligence, 2021.PDF icon APIN2021.pdf (865.93 KB)
M. Ebrahimi, “Towards generalizable neuro-symbolic reasoners”, Kansas State University, Manhattan, KS, 2021.
2022
K. Janowicz, Shimizu, C., Hitzler, P., Mai, G., Stephen, S., Zhu, R., Cai, L., Zhou, L., Schildhauer, M., Liu, Z., Wang, Z., and Shi, M., “Diverse data! Diverse schemata?”, Semantic Web, vol. 13, pp. 1–3, 2022.PDF icon sw_2022_13-1_sw-13-1-sw210453_sw-13-sw210453.pdf (61.64 KB)
D. Carral, Zalewski, J., and Hitzler, P., “An efficient algorithm for reasoning over OWL EL ontologies with nominal schemas”, Journal of Logic and Computation, 2022.PDF icon 2017_journal_el_nominal_schemas_2022.pdf (498.7 KB)
K. Janowicz, Hitzler, P., Li, W., Rehberger, D., Schildhauer, M., Zhu, R., Shimizu, C., Fisher, C. K., Cai, L., Mai, G., Zalewski, J., Zhou, L., Stephen, S., Gonzalez, S., Mecum, B., Carr, A. Lopez, Schroeder, A., Smith, D., Wright, D., Wang, S., Tian, Y., Liu, Z., Shi, M., D’Onofrio, A., and Gu, Z., “Know, Know Where, KnowWhereGraph: A Densely Connected, Cross-Domain Knowledge Graph and Geo-Enrichment Service Stack for Applications in Environmental Intelligence”, AI Magazine, 2022.PDF icon KWG-AI-Magazine-2022.pdf (7.6 MB)
Z. Liu, Shi, M., Janowicz, K., Mai, G., Zhu, R., Delbeque, S., and Hitzler, P., “LD Connect: A Linked Data Portal for IOS Press Scientometrics”, in The Semantic Web - 19th International Conference, ESWC 2022, Hersonissos, Crete, Greece, May 29 - June 2, 2022, 2022.PDF icon 2022-ESWC-LDConnect(1).pdf (3.13 MB)
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.

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