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”, 2023.PDF icon 2023_NAI_DDR.pdf (414.08 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”, Neurosymbolic Artificial Intelligence, In Press.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.
M. Ebrahimi, Yazdavar, A. Hossein, and Sheth, A., “On the Challenges of Sentiment Analysis for Dynamic Events”, IEEE Intelligent Systems, 2017.
G. Goodman, Edwards, A., Shimizu, C., Banerjee, T., Hughes, J., Romine, W., and Lawhorne, L., “Caregiver Assessment Using Smart Gaming Technology: A Preliminary Approach”, CoRR, vol. abs/1802.03051, 2018.PDF icon 1802.03051.pdf (904.23 KB)
E. Akbari, Buntat, Z., Enzevaee, A., Ebrahimi, M., Yazdavar, A. Hossein, and Yusof, R., “Analytical modeling and simulation of I–V characteristics in carbon nanotube based gas sensors using ANN and SVR methods”, Chemometrics and Intelligent Laboratory Systems, vol. 137, pp. 173–180, 2014.
M. Cheatham, Varanka, D., Arauz, F., and Zhou, L., “Alignment of Surface Water Ontologies: A comparison of manual and automated approaches”, Journal of Geographical Systems, 2019.
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
M. Ebrahimi, HosseinYazdavar, A., Salim, N., and Eltyeb, S., “Recognition of side effects as implicit-opinion words in drug reviews”. 2016.

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