Publications

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2025
A. Das, Dalal, A., and Hitzler, P., “Hidden Neuron Activation Analysis on Labeled Text Data”, in K-CAP '25: Knowledge Capture Conference 2025, USA, 2025, pp. 206 - 210.PDF icon Hidden Neuron Activation Analysis on Labeled Text Data (546.58 KB)
A. Dalal, Rayan, R., Barua, A., Akkamahadevi, S. Ereshi, Sarker, M. Kamruzzama, Widmer, C., Hitzler, P., and Vasserman, E. Y., “Individual CNN Hidden-Layer Neurons Are Good Concept Encoders”, in Handbook on Neurosymbolic AI and Knowledge Graphs, IOS Press, 2025, pp. 808–816.
S. Saki Norouzi and Hitzler, P., “Knowledge-Enhanced Geospatial QA: Integrating Wikidata Fact Verification with LLMs”, AAAI-MAKE. 2025.PDF icon 35609-Article Text-39680-1-2-20250528-7.pdf (137.24 KB)
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)
S. Saki Norouzi, Masjedi, M., Sholehrasa, H., Alkaee, S., and Arastehfard, A., “Primer on Deep Learning Models”, in Handbook on Neurosymbolic AI and Knowledge Graphs, 2025.
2026
Y. Zhang, Moavenzadeh, S., Amjad, J., Apul, O., Barua, A., Evrendilek, F., Hahmann, T., Hettiarachchi, G., Hitzler, P., Kedrowski, D., Kilaru, V., Lashkari, P., Schweikert, K., Williams, A., and McGinty, H., “CompTox Ontology: Leveraging Knowledge Graphs for PFAS Monitoring and Decision-Making”, in THE ACM WEB CONFERENCE 2026, Dubai, United Arab Emirates, April 13-17, 2026.PDF icon CompTox_Ontology_ACM_submission.pdf (707.69 KB)
R. Zhu, Shimizu, C., Stephen, S., Fisher, C. K., Thelen, T., Currier, K., Janowicz, K., Hitzler, P., Schildhauer, M., Li, W., Rehberger, D., Barua, A., Christou, A., Cai, L., Dalal, A., D'Onofrio, A., Eells, A., Faulk, M., Liu, Z., Mai, G., Mahdavinejad, M. Saeid, Mecum, B. D., Norouzi, S. Saki, Shi, M., Tian, Y., Wang, S., Wang, Z., and Zalewski, J., “The KnowWhereGraph: A Large-Scale Geo-Knowledge Graph for Interdisciplinary Knowledge Discovery and Geo-Enrichment”, Transactions in GIS , vol. 30, 2026.PDF icon https:arxiv.org:pdf:2502.13874.pdf (1.85 MB)
A. Dalal, Sarma, M. Sen, Das, A., Akkamahadevi, S. E., Vasserman, E. Y., and Hitzler, P., “Neurosymbolic Hidden Neuron Analysis in Convolutional Neural Networks”, in Neuro-Symbolic AI: Bridging the Gap Between Neural Networks and Symbolic Reasoning, Elsevier, 2026.PDF icon Neurosymbolic Hidden Neuron Analysis in Convolutional Neural Networks (1005.61 KB)
A. Barua, Das, A., Sarma, M. Sen, and Hitzler, P., “Reasoning in Large Language Models: RAG and Beyond”, in Neuro-Symbolic AI: Integrating Neural Networks and Symbolic Reasoning, Elsevier, 2026.PDF icon 2025_Elsevier_Book_Neurosymbolic_Reasoning_Updated-2.pdf (296.29 KB)
A. Dalal, Rayan, R., Barua, A., Akkamahadevi, S. Ereshi, Das, A., Widmer, C., Vasserman, E. Y., Sarker, K., and Hitzler, P., “Toward a Neurosymbolic Understanding of Hidden Neuron Activations”, Neurosymbolic Artificial Intelligence, vol. 2, 2026.PDF icon dalal-et-al-2026-toward-a-neurosymbolic-understanding-of-hidden-neuron-activations.pdf (1.96 MB)
S. Saki Norouzi, Masjedi, M., and Hitzler, P., “Towards Decoding Grammar Perception: Identifying Specialized Neurons in LLMs”, 2026.
In Press
C. Shimizu and Hitzler, P., “Ontology-based Data Organization for the Enslaved Project”, In Press.PDF icon 2020-Enslaved-dataorg.pdf (281.54 KB)

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