Publications

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Journal Article
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, Eberhart, A., Ebrahimi, M., Sarker, M. K., and Zhou, L., Neuro-symbolic approaches in artificial intelligence, National Science Review, vol. 9, no. 6, 2022.
P. Hitzler, Ebrahimi, M., Sarker, M. K., and Stepanova, D., Neuro-Symbolic AI and the Semantic Web, Semantic Web Journal, In Press.PDF icon 2024-SWJ-NeSy-SI.pdf (81.48 KB)
A. S. d'Avila Garcez, Gori, M., Hitzler, P., and Lamb, L. C., Neural-Symbolic Learning and Reasoning (Dagstuhl Seminar 14381), Dagstuhl Reports, vol. 4, pp. 50–84, 2014.
P. Hitzler, Bianchi, F., Ebrahimi, M., and Sarker, M. K., Neural-Symbolic Integration and the Semantic Web, Semantic Web, vol. 11, no. 1, 2020.
A. Jana, Paudel, B., Sarker, M. K., Ebrahimi, M., Hitzler, P., and Amariucai, G. T., Neural Fuzzy Extractors: A Secure Way to Use Artificial Neural Networks for Biometric User Authentication, Proceedings of Privacy Enhancing Technologies , vol. 2022 (4), pp. 86-104, 2022.PDF icon 2020-arxiv-nfes.pdf (408.14 KB)
A. Hossein Yazdavar, Mahdavinejad, M. Saeid, Baja, G., Romine, W., Sheth, A., Monadjemi, A. Hassan, Thirunarayan, K., Meddar, J. M., Myers, A., Pathak, J., and Hitzler, P., Multimodal mental health analysis in social media, PLoS ONE, 2020.PDF icon journal.pone_.0226248-min.pdf (1007.16 KB)
C. Shimizu, Hammar, K., and Hitzler, P., Modular Ontology Modeling, Semantic Web, 2021.PDF icon Modular_Ontology_Modeling__MOMo_swj_2020_.pdf (2.96 MB)
M. Knorr, Alferes, J. Júlio, and Hitzler, P., Local Closed World Reasoning with Description Logics under the Well-Founded Semantics, Artificial Intelligence, vol. 175, no. 9-10, pp. 1528–1554, 2011.PDF icon LocalClosed-AI-2011.pdf (354.24 KB)
A. Hogan, Hitzler, P., and Janowicz, K., Linked Dataset Description Papers at the Semantic Web Journal: A Critical Assessment, Semantic Web, vol. 7, no. 2, 2016.PDF icon 2016-SWJ-datasets.pdf (532.92 KB)
P. Hitzler and Janowicz, K., Linked Data, Big Data, and the 4th Paradigm, Semantic Web, vol. 4, pp. 233–235, 2013.PDF icon swj488.pdf (93.39 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., Estrecha, S. Gonzalez, Mecum, B. D., Lopez-Carr, A., Schroeder, A., Smith, D., Wright, D. J., Wang, S., Tian, Y., Liu, Z., Shi, M., D'Onofrio, A., Gu, Z., and Currier, K., Know, Know Where, Knowwheregraph: A Densely Connected, Cross-Domain Knowledge Graph and Geo-Enrichment Service Stack for Applications in Environmental Intelligence, AI Mag., vol. 43, pp. 30–39, 2022.
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)
B. Endres-Niggemeyer, Hitzler, P., and Zacharias, V., KI 2009 - AI Mashup Challenge 2009, KI - Künstliche Intelligenz, p. 52, 2009.
K. Janowicz and Hitzler, P., Gold-Level Open Access at the Semantic Web Journal, Semantic Web, vol. 11, no. 1, 2020.

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