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2024

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)

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.

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.

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.

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.

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.

2023-JOWO-disaster.pdf (1.4 MB)

C. Shimizu, Stephen, S., Currier, K., Hitzler, P., Zhu, R., Janowicz, K., Schildhauer, M., Mahdavinejad, M. Saeid, Dalal, A., Barua, A., Cai, L., Mai, G., Wang, Z., Tian, Y., Norouzi, S. Saki, Liu, Z., Shi, M., and Fisher, C. K., “The KnowWhereGraph Ontology”, 2023.

C. Shimizu, Stephen, S., Zhu, R., Currier, K., Schildhauer, M., Rehberger, D., Hitzler, P., Janowicz, K., Fisher, C. K., Mahdavinejad, M. Saeid, Christou, A., Barua, A., Dalal, A., Norouzi, S. Saki, Liu, Z., Shi, M., Cai, L., Mai, G., Wang, Z., and Tian, Y., “The KnowWhereGraph Ontology: A Showcase”, 2023.

C. Shimizu, Stephen, S., Zhu, R., Currier, K., Schildhauer, M., Rehberger, D., Janowicz, K., Hitzler, P., Fisher, C., Mahdavinejad, M. Saeid, Christou, A., Barua, A., Dalal, A., Norouzi, S. Saki, Tian, Y., Cai, L., Mai, G., Wang, Z., Liu, Z., and Shi, M., “The KnowWhereGraph Ontology: A Showcase”, 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.

C. Shimizu, Stephen, S., Christou, A., Currier, K., Mahdavinejad, M. Saeid, Norouzi, S. Saki, Dalal, A., Barua, A., Fisher, C. K., D’Onofrio, A., Thelen, T., Janowicz, K., Rehberger, D., Schildhauer, M., and Hitzler, P., “KnowWhereGraph-Lite: A Perspective of the KnowWhereGraph”, in KGSWC 2023, 2023.

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