Publications

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Distributed Reasoning
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)
R. Mutharaju, Hitzler, P., and Mateti, P., “Distributed OWL EL Reasoning: The Story So Far”, in Proceedings of the 10th International Workshop on Scalable Semantic Web Knowledge Base Systems, Riva Del Garda, Italy, Riva del Garda, Italy, 2014, vol. 1261, pp. 61-76.PDF icon Distributed-EL-Story-SSWS2014.pdf (437.93 KB)
R. Mutharaju, Hitzler, P., Mateti, P., and Lécué, F., “Distributed and Scalable OWL EL Reasoning”, in Proceedings of the 12th Extended Semantic Web Conference (ESWC 2015) , Portoroz, Slovenia, 2015.PDF icon DistEL-ESWC2015.pdf (330.04 KB)
R. Mutharaju, “Very Large Scale OWL Reasoning through Distributed Computation”, in 11th International Semantic Web Conference (ISWC 2012), Proceedings, Part II, Boston, MA, USA, 2012, vol. 7650, pp. 407–414.PDF icon Distributed-OWL-Reasoning-ISWC2012.pdf (142.32 KB)
DL
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)
Domain Identification
S. Lalithsena, Hitzler, P., Sheth, A., and Jain, P., “Automatic Domain Identification for Linked Open Data”, in 2013 IEEE/WIC/ACM International Conferences on Web Intelligence, WI 2013, Atlanta, GA, USA, 2013, pp. 205–212.PDF icon DomainIdentLOD-WI13.pdf (1.16 MB)
Dynamic systems
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.
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)
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)
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)
A. Dalal, “Understanding CNN Hidden Neuron Activations using Concept Induction over Background Knowledge”, THE 23RD INTERNATIONAL SEMANTIC WEB CONFERENCE, ISWC 2024. 2024.PDF icon 2024_ISWC_doctoral.pdf (179.17 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)

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