Publications

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In Press
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)
P. Hitzler, Ebrahimi, M., Sarker, M. K., and Stepanova, D., “Neuro-Symbolic AI and the Semantic Web”, Semantic Web Journal, In Press.PDF icon 2024-SWJ-NeSy-SI.pdf (81.48 KB)
C. Shimizu and Hitzler, P., “Ontology-based Data Organization for the Enslaved Project”, In Press.PDF icon 2020-Enslaved-dataorg.pdf (281.54 KB)
H. Kucuk McGinty, Shimizu, C., Hitzler, P., and Sharda, A., “Towards a Global Food Systems Datahub”, Semantic Web Journal, In Press.PDF icon 2024-SWJ-GFS.pdf (75.96 KB)
2025
A. Barua, Amini, R., Norouzi, S. Saki, Amini, R., and Hitzler, P., “Complex Ontology Alignment using LLMs: A Case Study”, in The 20th International Workshop on Ontology Matching collocated with the 24th International Semantic Web Conference ISWC-2025, Nara, Japan, 2025.PDF icon 2025_OM_Complex_OM-2.pdf (140.95 KB)
A. Barua and Hitzler, P., “Description Logic Concept Learning using Large Language Models”, in 19th International Conference on Neurosymbolic Learning and Reasoning, Santa Cruz, California, USA, 2025, vol. 284:1–19, .PDF icon 48_Description_Logic_Concept_L.pdf (1.16 MB)
A. Christou, Jaldi, C. Davis, Zalewski, J., McGinty, H. Kucuk, Hitzler, P., and Shimizu, C., “An Ontology for Representing Curriculum and Learning Material”. 2025.PDF icon An Ontology for Representing Curriculum and Learning Material (324.05 KB)
2024
S. Ereshi Akkamahadevi, Dalal, A., and Hitzler, P., “Automating CNN Neuron Interpretation using Concept Induction”, in THE 23RD INTERNATIONAL SEMANTIC WEB CONFERENCE, ISWC 2024, 2024.PDF icon 2024_ISWC_demo_xai_automation_Lab_upload_Samatha.pdf (874.76 KB)
J. Zalewski and Hitzler, P., “A Case for Extensional Non-Wellfounded Metamodeling”, LPAR 25, vol. 18. EasyChair, Balaclava, Mauritius, p. 163--178, 2024.PDF icon A_Case_for_Extensional_Non-Wellfounded_Metamodeling.pdf (507.42 KB)
A. Eells, Dave, B., Hitzler, P., and Shimizu, C., “Commonsense Ontology Micropatterns”, in 18th International Conference on Neural-Symbolic Learning and Reasoning, NeSy 2024, Barcelona, ES, 2024.PDF icon 2024-micropatterns.pdf (357.68 KB)
A. Barua, “Concept Induction using LLMs”, in The 23rd International Semantic Web Conference, ISWC 2024, Maryland, USA, 2024.PDF icon ISWC24_DC_Adrita.pdf (948.68 KB)
A. Barua, Widmer, C., and Hitzler, P., “Concept Induction using LLMs: A user experiment for assessment”, in Proceedings of the 18th International Conference on Neural-Symbolic Learning and Reasoning, NeSy 2024, Barcelona, Spain, September , 2024.PDF icon 2024_NeSy_Concept_Induction_using_LLM_s.pdf (1.37 MB)
A. Barua, Norouzi, S. Saki, and Hitzler, P., “DaSeLab at LLMs4OL 2024 Task A: Towards Term Typing in Ontology Learning”, The 23rd Internatinal Semantic Web Conference, ISWC 2024, vol. 1st LLMs4OL Challenge @ ISWC 2024. TIB Open Access Publishing proceedings, Maryland, USA, 2024.PDF icon 2024_LLM4OL__ISWC_Challenge-2.pdf (114.86 KB)
A. Dalal, Rayan, R., and Hitzler, P., “Error-margin Analysis for Hidden Neuron Activation Labels”, 18th International Conference on Neural-Symbolic Learning and Reasoning, NeSy 2024. Springer , 2024.PDF icon 2024_NeSy_CI_shortPaper.pdf (245.56 KB)
S. Stephen, Schildhauer, M., Janowicz, K., Currier, K., Hitzler, P., Shimizu, C., Fisher, C. K., and Rehberger, D., “The HIP Ontology: a formal framework to support disaster risk reduction and management”, in JOWO 2024 at FOIS 2024, 2024.PDF icon 2024_FOIS_HIP.pdf (632.26 KB)

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