Publications

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Submitted
A. Dalal, Sarker, M. K., Barua, A., and Hitzler, P., “Explaining Deep Learning Hidden Neuron Activations using Concept Induction”, Submitted.PDF icon Explaining_Deep_Learning_Hidden_Neuron_Activations_using_Concept_Induction (2).pdf (7.89 MB)
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)
2023
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.
2022
K. Janowicz, Shimizu, C., Hitzler, P., Mai, G., Stephen, S., Zhu, R., Cai, L., Zhou, L., Schildhauer, M., Liu, Z., Wang, Z., and Shi, M., “Diverse data! Diverse schemata?”, Semantic Web, vol. 13, pp. 1–3, 2022.PDF icon sw_2022_13-1_sw-13-1-sw210453_sw-13-sw210453.pdf (61.64 KB)
D. Carral, Zalewski, J., and Hitzler, P., “An efficient algorithm for reasoning over OWL EL ontologies with nominal schemas”, Journal of Logic and Computation, 2022.PDF icon 2017_journal_el_nominal_schemas_2022.pdf (498.7 KB)
K. Janowicz, Hitzler, P., Li, W., Rehberger, D., Schildhauer, M., Zhu, R., Shimizu, C., Fisher, C. K., Cai, L., Mai, G., Zalewski, J., Zhou, L., Stephen, S., Gonzalez, S., Mecum, B., Carr, A. Lopez, Schroeder, A., Smith, D., Wright, D., Wang, S., Tian, Y., Liu, Z., Shi, M., D’Onofrio, A., and Gu, Z., “Know, Know Where, KnowWhereGraph: A Densely Connected, Cross-Domain Knowledge Graph and Geo-Enrichment Service Stack for Applications in Environmental Intelligence”, AI Magazine, 2022.PDF icon KWG-AI-Magazine-2022.pdf (7.6 MB)
Z. Liu, Shi, M., Janowicz, K., Mai, G., Zhu, R., Delbeque, S., and Hitzler, P., “LD Connect: A Linked Data Portal for IOS Press Scientometrics”, in The Semantic Web - 19th International Conference, ESWC 2022, Hersonissos, Crete, Greece, May 29 - June 2, 2022, 2022.PDF icon 2022-ESWC-LDConnect(1).pdf (3.13 MB)
T. R. Besold, Garcez, A. S. d'Avila, Bader, S., Bowman, H., Domingos, P., Hitzler, P., Kühnberger, K. - U., Lamb, L. C., Lowd, D., Lima, P. Machado Vi, de Penning, L., Pinkas, G., Poon, H., and Zaverucha, G., “Neural-Symbolic Learning and Reasoning: A Survey and Interpretation”, in Neuro-Symbolic Artificial Intelligence: The State of the Art, Amsterdam: IOS Press, 2022.PDF icon 2017-nesy-survey(4).pdf (635.26 KB)
P. Hitzler, Eberhart, A., Ebrahimi, M., Sarker, M. K., and Zhou, L., “Neuro-symbolic approaches in artificial intelligence”, National Science Review, vol. 9, no. 6, 2022.
M. K. Sarker, Zhou, L., Eberhart, A., and Hitzler, P., “Neuro-Symbolic Artificial Intelligence: Current Trends”, AI Communications, vol. 34, no. 3, 2022.PDF icon 2021_AIC_NeSy.pdf (149.19 KB)
P. Hitzler and Sarker, M. K., Neuro-Symbolic Artificial Intelligence - The State of the Art. Amsterdam: IOS Press, 2022.
2021
P. Hitzler, Janowicz, K., Sharda, A., and Shimizu, C., “Advancing Agriculture through Semantic Data Management”, Semantic Web, vol. 12, no. 4, 2021.PDF icon 2021_SWJ_Editorial_Ag.pdf (77.22 KB)
A. Eells, Shimizu, C., Zhou, L., Hitzler, P., Estrecha, S. Gonzalez, and Rehberger, D., “Aligning Patterns to the Wikibase Model”, Workshop on Ontology Design and Patterns. 2021.PDF icon Aligning Patterns to the Wikibase Model (544.4 KB)
C. Shimizu and Hitzler, P., “Automatically Generating Human Readable Documentation for Ontology Design Patterns”, in International Semantic Web Conference Poster and Demos, 2021.PDF icon ISWC2021_paper_305.pdf (161.18 KB)
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)

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