Publications

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2021
M. K. Sarker, Zhou, L., Eberhart, A., and Hitzler, P., Neuro-Symbolic Artificial Intelligence: Current Trends, 2021.PDF icon 2021_AIC_NeSy.pdf (149.19 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)
P. Hitzler, Janowicz, K., Shimizu, C., Zhou, L., and Eells, A., Open Science data and the Semantic Web journal, Semantic Web, vol. 12(3), 2021.PDF icon sw_open_science_editorial.pdf (38.56 KB)
C. Shimizu, Zhu, R., Mai, G., Schildhauer, M., Janowicz, K., and Hitzler, P., A Pattern for Modeling Causal Relations Between Events, in 12th Workshop on Ontology Design and Patterns, 2021.PDF icon 2021_WOP_KWG_Causal_Relation_Pattern.pdf (443.09 KB)
A. Eberhart, Carral, D., Hitzler, P., Lapp, H., and Rudolph, S., Seed Patterns for Modeling Trees, in Advances in Pattern-Based Ontology Engineering, IOS Press, 2021, pp. 48-67.PDF icon Seed_Patterns_for_Modeling_Trees.pdf (568.59 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)
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)
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)

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