Publications

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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)
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)
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.
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)
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., 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.
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.
2021
A. Dalal, Shimizu, C., and Hitzler, P., “Bridging Upper Ontology and Modular Ontology Modeling: A Tool and Evaluation”, in KGSWC-2021, 2021.PDF icon 2021_KGSWC_UpperOntologyAlignment_Evaluation.pdf (1.19 MB)
2020
A. Dalal, “Modular Ontology Modeling Meets Upper Ontologies: The Upper Ontology Alignment Tool”, Kansas State University, Manhattan, 2020.PDF icon AbhilekhaDalal_MasterReport2020.pdf (701.5 KB)
A. Dalal, Shimizu, C., and Hitzler, P., “Modular Ontology Modeling Meets Upper Ontologies: The Upper Ontology Alignment Tool”, in The 19th International Semantic Web Conference, 2020, vol. 2721, pp. 119-124.PDF icon 2020-UOATool.pdf (162.59 KB)