Publications

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Conference Papers
M. Sen Sarma and Das, A., “BMGC: A Deep Learning Approach to Classify Bengali Music Genres”, in Proceedings of the 4th International Conference on Networking, Information Systems & Security, New York, NY, USA, 2021.
P. Hitzler and Getoor, L., “Bridging KR and Machine Learning”, in Final Report on the 2013 NSF Workshop on Research Challenges and Opportunities in Knowledge Representation, Arlington, VA, 2013.PDF icon KR-ML-FinalReport-NSF2013.pdf (3.67 MB)
P. Hitzler, “Bridging open-world knowledge and closed-world data”, in Final Report on the 2013 NSF Workshop on Research Challenges and Opportunities in Knowledge Representation, Arlington, VA, 2013.PDF icon OpenWorld-ClosedWorld-FinalReport-NSF2013.pdf (3.67 MB)
A. Dalal, Shimizu, C., and Hitzler, P., “Bridging Upper Ontology and Modular Ontology Modeling: A Tool and Evaluation”, in KGSWC-2021, 2021.PDF icon 2021_KGSWC_UpperOntologyAlignment_Evaluation.pdf (1.19 MB)
F. Bianchi and Hitzler, P., “On the Capabilities of Logic Tensor Networks for Deductive Reasoning”, in AAAI Spring Symposium 2019, 2019.PDF icon aaaiss-19(1).pdf (260.74 KB)
C. Feier, Carral, D., Stefanoni, G., Grau, B. Cuenca, and Horrocks, I., “The Combined Approach to Query Answering Beyond the OWL 2 Profiles”, in Proceedings of the 24th International Joint Conference on Artificial Intelligence (IJCAI), 2015.PDF icon The Combined Approach and Beyond.pdf (360.46 KB)
P. Hitzler, “Combining Learning and Reasoning for Big Data”, in Neural-Symbolic Learning and Reasoning (Dagstuhl Seminar 14381), 2014, vol. 9, no. 4.
A. Eells, Dave, B., Hitzler, P., and Shimizu, C., “Commonsense Ontology Micropatterns”, in 18th International Conference on Neural-Symbolic Learning and Reasoning, NeSy 2024, Barcelona, ES, 2024.PDF icon 2024-micropatterns.pdf (357.68 KB)
C. Shimizu and Hammar, K., “CoModIDE - The Comprehensive Modular Ontology IDE”, in 18th International Semantic Web Conference: Satellite Events, 2019.PDF icon paper538.pdf (712.58 KB)
F. Bianchi, Palmonari, M., Hitzler, P., and Serafini, L., “Complementing Logical Reasoning with Sub-symbolic Commonsense”, in Rules and Reasoning - Third International Joint Conference, RuleML+RR 2019, Bolzano, Italy, September 16-19, 2019, 2019.PDF icon Bianchi-RR-2019.pdf (428.86 KB)
L. Zhou, Cheatham, M., Krisnadhi, A., and Hitzler, P., “A Complex Alignment Benchmark: Geolink dataset”, in ISWC, 2018.
A. Barua, Amini, R., Norouzi, S. Saki, Amini, R., and Hitzler, P., “Complex Ontology Alignment using LLMs: A Case Study”, in The 20th International Workshop on Ontology Matching collocated with the 24th International Semantic Web Conference ISWC-2025, Nara, Japan, 2025.PDF icon 2025_OM_Complex_OM-2.pdf (140.95 KB)
Y. Zhang, Moavenzadeh, S., Amjad, J., Apul, O., Barua, A., Evrendilek, F., Hahmann, T., Hettiarachchi, G., Hitzler, P., Kedrowski, D., Kilaru, V., Lashkari, P., Schweikert, K., Williams, A., and McGinty, H., “CompTox Ontology: Leveraging Knowledge Graphs for PFAS Monitoring and Decision-Making”, in THE ACM WEB CONFERENCE 2026, Dubai, United Arab Emirates, April 13-17, 2026.PDF icon CompTox_Ontology_ACM_submission.pdf (707.69 KB)
M. Cheatham, Vardeman, C., Karima, N., and Hitzler, P., “Computational Environment: An ODP to Support Finding and Recreating Computational Analyses”, in 8th Workshop on Ontology Design and Patterns - WOP2017, 2017.PDF icon wop2017-comp-env.pdf (1.05 MB)
A. Barua, “Concept Induction using LLMs”, in The 23rd International Semantic Web Conference, ISWC 2024, Maryland, USA, 2024.PDF icon ISWC24_DC_Adrita.pdf (948.68 KB)

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