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, 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. Dalal, 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)
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, Rayan, R., Barua, A., Vasserman, E. Y., Sarker, K., and Hitzler, P., On the Value of Labeled Data and Symbolic Methods for Hidden Neuron Activation Analysis, in 18th International Conference on Neural-Symbolic Learning and Reasoning, NeSy 2024, 2024.PDF icon 2024_NeSy_CI.pdf (358.13 KB)

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