Publications

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Journal Article
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.
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. 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)
A. Barua, Sharif, O., and Hoque, M. Moshiul, “Multi-class sports news categorization using machine learning techniques: resource creation and evaluation”, Procedia Computer Science, vol. 193, pp. 112–121, 2021.
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. Saeid Mahdavinejad and Rezvan, M., “Machine learning for internet of things data analysis: a survey”, Digital Communications and Networks, vol. 4, pp. 161-175, 2018.
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., 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.
Y. Gil, Pierce, S., Babaie, H., Banerjee, A., Borne, K., Bust, G., Cheatham, M., Ebert-Uphoff, I., Gomes, C., Hill, M., Horel, J., Hsu, L., Kinter, J., Knoblock, C., Krum, D., Kumar, V., Lermusiaux, P., Liu, Y., North, C., Pankratius, V., Peters, S., Plale, B., Pope, A., Ravela, S., Restrepo, J., Ridley, A., Samet, H., Shekhar, S., Skinner, K., Smyth, P., Tikoff, B., Yarmey, L., and Zhang, J., “Intelligent Systems for Geosciences - An Essential Research Agenda”, Communications of the ACM, 2018.PDF icon intelligent-systems-for-geosciences.pdf (1.03 MB)
K. Janowicz and Hitzler, P., “Gold-Level Open Access at the Semantic Web Journal”, Semantic Web, vol. 11, no. 1, 2020.
M. Cheatham, Krisnadhi, A., Amini, R., Hitzler, P., Janowicz, K., Shepherd, A., Narock, T., Jones, M., and Ji, P., “The GeoLink Knowledge Graph”, Big Earth Data, 2018.PDF icon geolink-knowledge-graph.pdf (716.25 KB)

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