Publications

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CNN
A. Dalal, Rayan, R., and Hitzler, P., Error-margin Analysis for Hidden Neuron Activation Labels, 18th International Conference on Neural-Symbolic Learning and Reasoning, NeSy 2024. Springer , 2024.PDF icon 2024_NeSy_CI_shortPaper.pdf (245.56 KB)
closed world
A. Krisnadhi, Sengupta, K., and Hitzler, P., Local Closed World Semantics: Keep it simple, stupid!, in Proceedings of the 24th International Workshop on Description Logics (DL 2011), Barcelona, Spain, July 13-16, 2011, 2011, vol. 745.
Classification
R. Mutharaju, Hitzler, P., and Mateti, P., DistEL: A Distributed EL+ Ontology Classifier, in Proceedings of the 9th International Workshop on Scalable Semantic Web Knowledge Base Systems, co-located with the International Semantic Web Conference (ISWC 2013), Sydney, Australia, 2013, vol. 1046, pp. 17-32.PDF icon SSWS2013_paper2.pdf (436.4 KB)
circumscription
A. Krisnadhi, Sengupta, K., and Hitzler, P., Local Closed World Semantics: Keep it simple, stupid!, in Proceedings of the 24th International Workshop on Description Logics (DL 2011), Barcelona, Spain, July 13-16, 2011, 2011, vol. 745.
Biomedical knowledge repository
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)
Biodiversity
D. Carral, Janowicz, K., and Hitzler, P., A logical geo-ontology design pattern for quantifying over types, in SIGSPATIAL 2012 International Conference on Advances in Geographic Information Systems (formerly known as GIS), SIGSPATIAL'12, Redondo Beach, CA, USA, November 7-9, 2012, 2012, pp. 239–248.PDF icon A Logical Geo-Ontology Design Pattern for Quantifying over Types.pdf (227.63 KB)
benchmark
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)
Background knowledge
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)
Autonomous learning
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.
Automated Reasoning
P. Hitzler and van Harmelen, F., A Reasonable Semantic Web, Semantic Web, vol. 1, pp. 39–44, 2010.PDF icon ARSW-HH-SWJ2011.pdf (126.61 KB)
Automated Deduction
F. Maier, Ma, Y., and Hitzler, P., Paraconsistent OWL and Related Logics, Semantic Web, vol. 4, pp. 395–427, 2013.PDF icon paraOWL-2013.pdf (698.73 KB)
Artificial Intelligence
M. K. Sarker, Xie, N., Doran, D., Raymer, M., and Hitzler, P., Explaining Trained Neural Networks with Semantic Web Technologies: First Steps, Twelveth International Workshop on Neural-Symbolic Learning and Reasoning, NeSy. London, UK, 2017.PDF icon 2017-nesy-xai.pdf (2.09 MB)
ALC
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)

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