Publications

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Hierarchical Grids
J. Zalewski, Hitzler, P., and Janowicz, K., “Semantic Compression with Region Calculi in Nested Hierarchical Grids (Technical Report)”, 2021.PDF icon Semantic Compression Technical Report (354.64 KB)
Hidden Neuron Analysis
A. Das, Dalal, A., and Hitzler, P., “Hidden Neuron Activation Analysis on Labeled Text Data”, in K-CAP '25: Knowledge Capture Conference 2025, USA, 2025, pp. 206 - 210.PDF icon Hidden Neuron Activation Analysis on Labeled Text Data (546.58 KB)
generalized distance functions
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)
Formal Semantics
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)
fixed-point theorems
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)
Explainable Machine Learning
A. Hossein Yazdavar, Mahdavinejad, M. Saeid, Baja, G., Romine, W., Sheth, A., Monadjemi, A. Hassan, Thirunarayan, K., Meddar, J. M., Myers, A., Pathak, J., and Hitzler, P., “Multimodal mental health analysis in social media”, PLoS ONE, 2020.PDF icon journal.pone_.0226248-min.pdf (1007.16 KB)
Explainable Artificial Intelligence
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)
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)
A. Das, Dalal, A., and Hitzler, P., “Hidden Neuron Activation Analysis on Labeled Text Data”, in K-CAP '25: Knowledge Capture Conference 2025, USA, 2025, pp. 206 - 210.PDF icon Hidden Neuron Activation Analysis on Labeled Text Data (546.58 KB)
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)
EL++
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)
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)
education
A. Christou, Jaldi, C. Davis, Zalewski, J., McGinty, H. Kucuk, Hitzler, P., and Shimizu, C., “An Ontology for Representing Curriculum and Learning Material”. 2025.PDF icon An Ontology for Representing Curriculum and Learning Material (324.05 KB)

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