Publications

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Journal Article
J. Lehmann, Bader, S., and Hitzler, P., “Extracting Reduced Logic Programs from Artificial Neural Networks”, Applied Intelligence, vol. 32, pp. 249–266, 2010.PDF icon lbh08_journal.pdf (249.94 KB)
P. Hitzler and Kühnberger, K. - U., “Facets of Artificial General Intelligence”, Künstliche Intelligenz, vol. 23, pp. 58–59, 2009.PDF icon AGI-KI2009.pdf (150.09 KB)
K. Janowicz, Hitzler, P., Adams, B., Kolas, D., and Vardeman, C., “Five stars of Linked Data vocabulary use”, Semantic Web, vol. 5, pp. 173–176, 2014.PDF icon swj653.pdf (462.87 KB)
A. Hossein Yazdavar, Ebrahimi, M., and Salim, N., “Fuzzy Based Implicit Sentiment Analysis on Quantitative Sentences”, Journal of Soft Computing and Decision Support Systems, vol. 3, pp. 7–18, 2016.
A. K. Seda and Hitzler, P., “Generalized Distance Functions in the Theory of Computation”, Computer Journal, vol. 53, pp. 443–464, 2010.PDF icon GeneralizedDistance-CJ-2010.pdf (316.51 KB)
L. Zhou, Cheatham, M., Krisnadhi, A., and Hitzler, P., “GeoLink Dataset: A Complex Alignment Benchmark from Real-world Ontology”, Data Intelligence , 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)
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)
K. Janowicz and Hitzler, P., “Gold-Level Open Access at the Semantic Web Journal”, Semantic Web, vol. 11, no. 1, 2020.
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)
B. Endres-Niggemeyer, Hitzler, P., and Zacharias, V., “KI 2009 - AI Mashup Challenge 2009”, KI - Künstliche Intelligenz, p. 52, 2009.
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)
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.
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)
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)

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