Publications

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Deep Learning
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)
S. Ereshi Akkamahadevi, Dalal, A., and Hitzler, P., “Automating CNN Neuron Interpretation using Concept Induction”, in THE 23RD INTERNATIONAL SEMANTIC WEB CONFERENCE, ISWC 2024, 2024.PDF icon 2024_ISWC_demo_xai_automation_Lab_upload_Samatha.pdf (874.76 KB)
default logic
K. Sengupta, Hitzler, P., and Janowicz, K., “Revisiting default description logics – and their role in aligning ontologies”, in Semantic Technology, 4th Joint International Conference, JIST 2014, Chiang Mai, Thailand, 2014, vol. 8943, pp. 3-18.PDF icon 2014-Kunal-defaults.pdf (308.62 KB)
defaults
K. Sengupta, Hitzler, P., and Janowicz, K., “Revisiting default description logics – and their role in aligning ontologies”, in Semantic Technology, 4th Joint International Conference, JIST 2014, Chiang Mai, Thailand, 2014, vol. 8943, pp. 3-18.PDF icon 2014-Kunal-defaults.pdf (308.62 KB)
denotational semantics
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)
Description Logic
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)
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)
M. Krötzsch, Maier, F., Krisnadhi, A., and Hitzler, P., “A Better Uncle for OWL: Nominal Schemas for Integrating Rules and Ontologies”, in Proceedings of the 20th International Conference on World Wide Web, WWW 2011, Hyderabad, India, March 28 - April 1, 2011, 2011, pp. 645-654.PDF icon KroetzschMaierKrisnadhiHitzler-WWW11.pdf (406.28 KB)
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.
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)
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)
description logics
K. Sengupta, Hitzler, P., and Janowicz, K., “Revisiting default description logics – and their role in aligning ontologies”, in Semantic Technology, 4th Joint International Conference, JIST 2014, Chiang Mai, Thailand, 2014, vol. 8943, pp. 3-18.PDF icon 2014-Kunal-defaults.pdf (308.62 KB)
M. Krötzsch, Rudolph, S., and Hitzler, P., “Complexities of Horn Description Logics”, ACM Trans. Comput. Log., vol. 14, p. 2, 2013.PDF icon Hitzler-HornDLs-2013.pdf (764.32 KB)
S. Rudolph, Krötzsch, M., and Hitzler, P., “Type-Elimination-Based Reasoning for the Description Logic SHIQbs using Decision Diagrams and Disjunctive Datalog”, Logical Methods in Computer Science, vol. 8, 2012.PDF icon type-elimination-2012.pdf (368.62 KB)
J. Lehmann and Hitzler, P., “Concept learning in description logics using refinement operators”, Machine Learning, vol. 78, pp. 203–250, 2010.PDF icon lehmann-hitzler-MLJ-2010.pdf (1.05 MB)

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