Publications

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Journal Article
P. Hitzler, Rayan, R., Zalewski, J., Norouzi, S. Saki, Eberhart, A., and Vasserman, E. Y., “Deep Deductive Reasoning is a Hard Deep Learning Problem”, Neurosymbolic Artificial Intelligence, 2025.PDF icon 2024_NAI_DDR.pdf (414.08 KB)
E. Blomqvist, Hitzler, P., Janowicz, K., Krisnadhi, A., Narock, T., and Solanki, M., “Considerations regarding Ontology Design Patterns”, Semantic Web, vol. 7, no. 1, pp. 1-7, 2016.PDF icon swj-7-1-2015.pdf (251.83 KB)
J. Lehmann and Hitzler, P., “Concept learning in description logics using refinement operators”, Machine Learning, vol. 78, pp. 203–250, 2010.PDF icon lehmann-hitzler-MLJ-2010.pdf (1.05 MB)
Y. Ma, Qi, G., and Hitzler, P., “Computing Inconsistency Measure based on Paraconsistent Semantics”, Journal of Logic and Computation, vol. 21, no. 6, pp. 1257–1281, 2011.PDF icon JLC-incons-measure-2011.pdf (459.85 KB)
Y. Ma, Qi, G., Xiao, G., Hitzler, P., and Lin, Z., “Computational Complexity and Anytime Algorithm for Inconsistency Measurement”, International Journal of Software and Informatics, vol. 4, pp. 3–21, 2010.PDF icon CompComplexity-IJSI2010.pdf (478.9 KB)
M. Krötzsch, Rudolph, S., and Hitzler, P., “Complexities of Horn Description Logics”, ACM Trans. Comput. Log., vol. 14, p. 2, 2013.PDF icon Hitzler-HornDLs-2013.pdf (764.32 KB)
D. Gentner, van Harmelen, F., Hitzler, P., Janowicz, K., and Kühnberger, K. - U., “Cognitive Approaches for the Semantic Web (Dagstuhl Seminar 12221)”, Dagstuhl Reports, vol. 2, pp. 93–116, 2012.
R. Mutharaju, Lécué, F., Pan, J. Z., Wu, J., and Hitzler, P., “AI for Traffic Analytics”, The IEEE Intelligent Informatics Bulletin, vol. 17, no. 1, 2016.PDF icon iib_vol17no1_article4.pdf (904.69 KB)
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)
Journal
C. Shimizu, Hitzler, P., and Janowicz, K., “A closer look at the Semantic Web journal's review process”. 2019.PDF icon paper.pdf (190.33 KB)
Conference Proceedings
P. Hitzler and Lukasiewicz, T., “Web Reasoning and Rule Systems. Fourth International Conference, RR 2010, Bressanone, Italy, September 22-24, 2010, Proceedings”, 4th International Conference on Web Reasoning and Rule Systems, vol. 6333. Springer, Bressanone, Italy, 2010.
C. Kupitz, Eberhart, A., Schmidt, D., Stevens, C., Shimizu, C., Hitzler, P., Salvucci, D., Maruyama, B., and Myers, C., “Toward Undifferentiated Cognitive Models”, International Conference on Cognitive Modeling. 2021.PDF icon Kupitz-ICCM21.pdf (281.73 KB)
Y. Zhang, Broyaka, A., Kasten, J., Featherstone, A., Shimizu, C., Hitzler, P., and McGinty, H. Kucuk, “Sustainable Grain Transportation in Ukraine Amidst War Utilizing KNARM and KnowWhereGraph”, Proceedings of the ACM Web Conference 2023, WWW 2023. Austin, TX, USA, pp. pp. 742-745, 2023.
P. Hitzler, “Some advances regarding ontologies and neuro-symbolic artificial intelligence”, Proceedings of the Workshop on Meta-Knowledge Transfer/ Communication in Different Systems at ECML/PKDD 2022. 2022.PDF icon 2022-metalearning.pdf (141.48 KB)
F. van Harmelen, Hendler, J. A., Hitzler, P., and Janowicz, K., “Semantics for Big Data: Papers from the AAAI Symposium, November 15-17, 2013, Arlington, Virginia”, AAAI Symposium on Semantics for Big Data. Arlington, Virginia, USA, 2013.

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