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2024

J. Zalewski and Hitzler, P., “A Case for Extensional Non-Wellfounded Metamodeling”, LPAR 25, vol. 18. EasyChair, Balaclava, Mauritius, p. 163--178, 2024.

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.

2024-micropatterns.pdf (357.68 KB)

A. Barua, “Concept Induction using LLMs”, in The 23rd International Semantic Web Conference, ISWC 2024, Maryland, USA, 2024.

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.

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.

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.

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.

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.

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.

supply-chain-modules-documentation.pdf (1.44 MB)

H. Kucuk McGinty, Shimizu, C., Hitzler, P., and Sharda, A., “Towards a Global Food Systems Datahub”, Semantic Web Journal, 2024.

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.

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.

2024_ISWC_doctoral.pdf (179.17 KB)

A. Dalal, “Understanding Hidden Neuron Activations Using Structured Background Knowledge and Deductive Reasoning”, 2024.

PhD_thesis.pdf (785.5 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.

2024_NeSy_CI.pdf (358.13 KB)

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