Publications

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EL+
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)
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)
evaluation
C. Shimizu, Eberhart, A., Karima, N., Hirt, Q., Krisnadhi, A., and Hitzler, P., A Method for Automatically Generating Schema Diagrams for OWL Ontologies, in 1st Iberoamerican Knowledge Graph and Semantic Web Conference (KGSWC), Villa Clara, Cuba, 2019.PDF icon paper.pdf (386.54 KB)
Explainable AI
A. Dalal, Rayan, R., Barua, A., Vasserman, E. Y., Sarker, K., and Hitzler, P., On the Value of Labeled Data and Symbolic Methods for Hidden Neuron Activation Analysis, in 18th International Conference on Neural-Symbolic Learning and Reasoning, NeSy 2024, 2024.PDF icon 2024_NeSy_CI.pdf (358.13 KB)
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)