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random generation
A. Eberhart, Cheatham, M., and Hitzler, P., Pseudo-Random ALC Syntax Generation, in The Semantic Web: ESWC 2018 Satellite Events - ESWC 2018 Satellite Events, Heraklion, Crete, Greece, June 3-7, 2018, Revised Selected Papers, Heraklion, Crete, Greece, 2018, vol. 11155, pp. 19–22.PDF icon Pseudo_Random_ALC_Syntax_Generation.pdf (134.95 KB)
RDF reification
S. S. Sahoo, Bodenreider, O., Hitzler, P., Sheth, A., and Thirunarayan, K., Provenance Context Entity (PaCE): Scalable Provenance Tracking for Scientific RDF Data, in Scientific and Statistical Database Management, 22nd International Conference, SSDBM 2010, Heidelberg, Germany, 2010, vol. 6187, pp. 461–470.PDF icon PaCE-SSDBM2010.pdf (810.08 KB)
A. Eberhart, Ebrahimi, M., Zhou, L., Shimizu, C., and Hitzler, P., Completion Reasoning Emulation for the Description Logic EL+, Proceedings of the AAAI 2020 Spring Symposium on Combining Machine Learning and Knowledge Engineering in Practice, vol. 2600., Stanford University, Palo Alto, California, USA, 2020.PDF icon paper5.pdf (1.89 MB)
Recurrent neural networks
B. Hammer, Hitzler, P., Maass, W., and Toussaint, M., 10302 Abstracts Collection - Learning paradigms in dynamic environments, Learning paradigms in dynamic environments. Schloss Dagstuhl - Leibniz-Zentrum fuer Informatik, Germany, Dagstuhl, Germany, 2010.
D. Carral, Feier, C., Grau, B. Cuenca, Hitzler, P., and Horrocks, I., EL-ifying Ontologies, in Automated Reasoning - 7th International Joint Conference, IJCAR 2014, Held as Part of the Vienna Summer of Logic, {VSL} 2014, Vienna, Austria, July 19-22, 2014. Proceedings, 2014, pp. 464–479.PDF icon EL-ifying Ontologies.pdf (581.68 KB)
Rule Extraction
M. Labaf, Propositional rule extraction from neural networks under background knowledge, in Twelfth International Workshop on Neural-Symbolic Learning and Reasoning, 2017.PDF icon main.pdf (270.11 KB)
M. Knorr, Carral, D., Hitzler, P., Krisnadhi, A., Maier, F., and Wang, C., Recent Advances in Integrating OWL and Rules, in Web Reasoning and Rule Systems - 6th International Conference, RR 2012, Vienna, Austria, September 10-12, 2012. Proceedings, Austria, Vienna, 2012, vol. 7497, pp. 225-228.PDF icon Recent Advances in Integrating OWL and Rules.pdf (175.88 KB)
D. Carral and Hitzler, P., Extending Description Logic Rules, in The Semantic Web: Research and Applications - 9th Extended Semantic Web Conference, ESWC 2012, Heraklion, Crete, Greece, May 27-31, 2012. Proceedings, 2012, pp. 345–359.PDF icon Extending Description Logic Rules.pdf (360.84 KB)