Publications

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2024
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)
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)
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)
2023
S. Stephen, Shimizu, C., Hitzler, P., Soman, K., Rose, P. W., Morris, J. H., Baranzini, S. E., Janowicz, K., Christou, A., Dalal, A., Currier, K., and Schildhauer, M., “Bridging RDF and Property Graphs: Linking KnowWhereGraph and SPOKE”, 2023.
S. Saki Norouzi, Mahdavinejad, M. Saeid, and Hitzler, P., “Conversational Ontology Alignment with ChatGPT”, 2023.PDF icon OA_Arxiv__Template-1.pdf (134.45 KB)
P. Hitzler, Rayan, R., Zalewski, J., Norouzi, S. Saki, Eberhart, A., and Vasserman, E. Y., “Deep Deductive Reasoning is a Hard Deep Learning Problem”, 2023.PDF icon 2023_NAI_DDR.pdf (414.08 KB)
S. Stephen, Currier, K., Schildhauer, M., Cai, L., Tian, Y., Shimizu, C., Janowicz, K., Hitzler, P., Lopez-Carr, A., Schroeder, A., Zhu, R., Rehberger, D., Mai, G., Liu, Z., and Fisher, C., “Expertise Ontology: Modeling Expertise in the Context of Emergency Management”, Proceedings of the Joint Ontology Workshops 2023 Episode IX: The Quebec Summer of Ontology co-located with the 13th International Conference on Formal Ontology in Information Systems (FOIS 2023). CEUR Workshop Proceedings 3637, CEUR-WS.org 2023., Sherbrooke, Quebec, Canada, 2023.PDF icon 2023-JOWO-Expertise.pdf (1.32 MB)
A. Dalal, Sarker, M. K., Barua, A., and Hitzler, P., “Explaining Deep Learning Hidden Neuron Activations using Concept Induction”, 2023.PDF icon Explaining_Deep_Learning_Hidden_Neuron_Activations_using_Concept_Induction (2).pdf (7.89 MB)
K. Janowicz, Currier, K., Shimizu, C., Zhu, R., Shi, M., Fisher, C. K., Rehberger, D., Hitzler, P., Liu, Z., and Stephen, S., “Fast Forward from Data to Insight: (Geographic) Knowledge Graphs and Their Applications. ”, in Handbook of Geospatial Artificial Intelligence,CRC Press, In: Song Gao, Yinjie Hu, Wenwen Li (eds.)., 2023, pp. 411-426.
S. Stephen, Schildhauer, M., Currier, K., Hitzler, P., Shimizu, C., Janowicz, K., and Rehberger, D., “A Formal Framework for Disaster Risk Properties”, Proceedings of the Joint Ontology Workshops 2023 Episode IX: The Quebec Summer of Ontology co-located with the 13th International Conference on Formal Ontology in Information Systems (FOIS 2023). CEUR Workshop Proceedings 3637,CEUR-WS.org 2023., Sherbrooke, Quebec, Canada, 2023.PDF icon 2023-JOWO-disaster.pdf (1.4 MB)

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