Publications

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LSTM
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. CEUR-WS.org, Stanford University, Palo Alto, California, USA, 2020.PDF icon paper5.pdf (1.89 MB)
Map Scaling
D. Carral, Scheider, S., Janowicz, K., Vardeman, C., Krisnadhi, A., and Hitzler, P., An Ontology Design Pattern for Cartographic Map Scaling, in The Semantic Web: Semantics and Big Data, 10th International Conference, ESWC 2013, Montpellier, France, May 26-30, 2013. Proceedings, 2013, vol. 7882, pp. 76–93.PDF icon An Ontology Design Pattern for Cartographic Map Scaling.pdf (667.45 KB)
Mereology
P. Jain, Hitzler, P., Verma, K., Yeh, P. Z., and Sheth, A., Moving beyond SameAs with PLATO: Partonomy detection for Linked Data, in 23rd ACM Conference on Hypertext and Social Media, HT '12, Milwaukee, WI, USA, 2012, pp. 33–42.PDF icon plato-ht2012.pdf (314.03 KB)
NeSy
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. CEUR-WS.org, Stanford University, Palo Alto, California, USA, 2020.PDF icon paper5.pdf (1.89 MB)
Neural Network
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)
Neural-symbolic integration
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.
Neurobiology
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.
Nominal Schemas
D. Carral, Wang, C., and Hitzler, P., Towards an Efficient Algorithm to Reason over Description Logics Extended with Nominal Schemas, in Web Reasoning and Rule Systems - 7th International Conference, {RR} 2013, Mannheim, Germany, July 27-29, 2013. Proceedings, 2013, pp. 65–79.PDF icon Towards an Efficient Algorithm to Reason over Description Logics extended with Nominal Schemas.pdf (327.39 KB)
OAEI
M. Cheatham and Hitzler, P., Conference v2.0: An uncertain version of the OAEI Conference benchmark, in 13th International Semantic Web Conference (ISWC 2014), Riva del Garda, Italy, 2014, vol. 8797, pp. 148-163.PDF icon iswc14-Michelle-conferenceV2.pdf (347.31 KB)

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