Publications

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2023
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.
G. T. Amariucai, Hitzler, P., Jana, A., Ebrahimi, M., and Sarker, M. K., “Secure Architecture for Biometric Authentication”, 2023.
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)
Y. Zhang, Broyaka, A., Kasten, J., Featherstone, A., Shimizu, C., Hitzler, P., and McGinty, H. Kucuk, “Sustainable Grain Transportation in Ukraine Amidst War Utilizing KNARM and KnowWhereGraph”, Proceedings of the ACM Web Conference 2023, WWW 2023. Austin, TX, USA, pp. pp. 742-745, 2023.
C. Widmer, Sarker, M. K., Nadella, S., Fiechter, J., Juvina, I., Minnery, B., Hitzler, P., Schwartz, J., and Raymer, M., “Towards Human-Compatible XAI: Explaining Data Differentials with Concept Induction over Background Knowledge”, Journal of Web Semantics, vol. 79:100807, 2023.PDF icon Towards_human_compatible_XAI.pdf (1.06 MB)
C. Shimizu, Hitzler, P., Gonzalez-Estrecha, S., Goeke-Smith, J., Rehberger, D., Foley, C., and Sheill, A., “The Wikibase approach to the Enslaved.Org Hub Knowledge Graph”, in The Semantic Web – ISWC 2023 – 22nd International Semantic Web Conference, Athens, Greece, November 6-10, 2023, 2023, vol. Proceedings, Part II. Lecture Notes in Computer Science 14266, Springer 2023, pp. 419-434.PDF icon 2023-ISWC-enslaved.pdf (858.94 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, 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, 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)
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)
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)

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