Publications

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Report
P. Hitzler, Janowicz, K., Shimizu, C., Dalal, A., Eberhart, A., Eells, A., and Norouzi, S. Saki, “Openness and Transparency in Academic Publishing: A Decade of Data from the Semantic Web Journal”, 2023.
C. Shimizu, Hitzler, P., Eberhart, A., Hirt, Q., Stevens, C., Myers, C. W., Maruyama, B., Kupitz, C., and Salvucci, D., “An Ontology of Instruction 1.0”, 2020.PDF icon Ontology_of_Instruction_Documentation.pdf (678.38 KB)
Posters
A. Eberhart and Hitzler, P., “A Functional API for OWL”, The 19th International Semantic Web Conference, vol. 2721. 2020.PDF icon ISWC2020fOWL.pdf (159.06 KB)
Manuscript
M. Ebrahimi, Eberhart, A., and Hitzler, P., “On the Capabilities of Pointer Networks for Deep Deductive Reasoning”, arXiv, arXiv:2106.09225 vol., 2021.PDF icon 2106.09225.pdf (410.48 KB)
Journal Article
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)
C. Shimizu, McGranaghan, R., Eberhart, A., and Kellerman, A. C., “Towards a Modular Ontology for Space Weather Research”, CoRR, vol. abs/2009.12285, 2020.PDF icon Numeric_Transformation_Pattern.pdf (521.25 KB)
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, Eberhart, A., Ebrahimi, M., Sarker, M. K., and Zhou, L., “Neuro-symbolic approaches in artificial intelligence”, National Science Review, vol. 9, no. 6, 2022.
P. Hitzler, Rayan, R., Zalewski, J., Norouzi, S. Saki, Eberhart, A., and Vasserman, E. Y., “Deep Deductive Reasoning is a Hard Deep Learning Problem”, 2023.PDF icon 2023_NAI_DDR.pdf (414.08 KB)
P. Hitzler, Rayan, R., Zalewski, J., Norouzi, S. Saki, Eberhart, A., and Vasserman, E. Y., “Deep Deductive Reasoning is a Hard Deep Learning Problem”, Neurosymbolic Artificial Intelligence, In Press.PDF icon 2024_NAI_DDR.pdf (414.08 KB)
Conference Proceedings
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)
S. Chowdhury, Ebrahimi, M., Hitzler, P., and Eberhart, A., “Memory Networks for RDFS Reasoning: Experiments”, SemREC-SMART 2022, Joint Proceedings of SemREC 2022 and SMART 2022 co-located with 21st International SemanticWeb Conference (ISWC 2022). CEUR Workshop Proceedings 3337, CEUR-WS.org 2023, Hangzhou, China, pp. pp. 28-32, 2022.
A. Eberhart, Ebrahimi, M., Zhou, L., Shimizu, C., and Hitzler, P., “Completion Reasoning Emulation for the Description Logic EL+”, Proceedings of the AAAI 2020 Spring Symposium on Combining Machine Learning and Knowledge Engineering in Practice, vol. 2600. CEUR-WS.org, Stanford University, Palo Alto, California, USA, 2020.PDF icon paper5.pdf (1.89 MB)
Conference Papers
A. Eberhart, Zalewski, J., and Hitzler, P., “Should I Stay or Should I Go: A New Reasoner for Description Logic”, in Knowledge Graphs and Semantic Web – 5th Iberoamerican Conference and 4th Indo-American Conference, 2023.PDF icon 2023-KGSWC-emi.pdf (841.04 KB)
A. Eberhart, Cheatham, M., and Hitzler, P., “Pseudo-Random ALC Syntax Generation”, in The Semantic Web: ESWC 2018 Satellite Events - ESWC 2018 Satellite Events, Heraklion, Crete, Greece, June 3-7, 2018, Revised Selected Papers, Heraklion, Crete, Greece, 2018, vol. 11155, pp. 19–22.PDF icon Pseudo_Random_ALC_Syntax_Generation.pdf (134.95 KB)

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