Publications

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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)
P. Hitzler, Ebrahimi, M., Sarker, M. K., and Stepanova, D., “Neuro-Symbolic AI and the Semantic Web”, Semantic Web, 2024.PDF icon 2024-SWJ-NeSy-SI.pdf (81.48 KB)
C. Shimizu, Dalal, A., Hitzler, P., Wallace, E., Riddick, F., Niemann, S., Tevis, J., and Ameri, F., “Ontology Modules for Grain Supply Chain Tracing”, 2024.PDF icon supply-chain-modules-documentation.pdf (1.44 MB)
S. Saki Norouzi, Barua, A., Christou, A., Gautam, N., Eells, A., Hitzler, P., and Shimizu, C., “Ontology Population using LLMs”, in Handbook on Neurosymbolic AI and Knowledge Graphs, 2024.PDF icon 2024_NAI_KG_book_chapter__Ontology_Population_with_LLMs.pdf (285.91 KB)
H. Kucuk McGinty, Shimizu, C., Hitzler, P., and Sharda, A., “Towards a Global Food Systems Datahub”, Semantic Web Journal, 2024.PDF icon 2024-SWJ-GFS.pdf (75.96 KB)
R. Amini, Norouzi, S. Saki, Hitzler, P., and Amini, R., “Towards Complex Ontology Alignment using Large Language Models”, 2024.PDF icon Reihan'sPaper.pdf (836.44 KB)
A. Dalal, “Understanding CNN Hidden Neuron Activations using Concept Induction over Background Knowledge”, THE 23RD INTERNATIONAL SEMANTIC WEB CONFERENCE, ISWC 2024. 2024.PDF icon 2024_ISWC_doctoral.pdf (179.17 KB)
A. Dalal, “Understanding Hidden Neuron Activations Using Structured Background Knowledge and Deductive Reasoning”, 2024.PDF icon PhD_thesis.pdf (785.5 KB)

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