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Explainable AI
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 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)
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)
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)
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)
hazard
M. Cheatham, Ferguson, H., Charles, V., and Shimizu, C., “A Modification to the Hazardous Situation ODP to Support Risk Assessment and Mitigation”, in Workshop on Ontology Design Patterns (WOP), 2016.PDF icon modification-hazardous-situation.pdf (278.75 KB)
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)
J. Zalewski, Hitzler, P., and Janowicz, K., “Semantic Compression with Region Calculi in Nested Hierarchical Grids”, in Proceedings of the 29th International Conference on Advances in Geographic Information Systems, New York, NY, USA, 2021, pp. 305–308.PDF icon semantic_compression.pdf (444.8 KB)
history of the slave trade
C. Shimizu, Hitzler, P., Hirt, Q., Rehberger, D., Estrecha, S. Gonzalez, Foley, C., Sheill, A. M., Hawthorne, W., Mixter, J., Watrall, E., Carty, R., and Tarr, D., “The Enslaved Ontology: Peoples of the Historic Slave Trade”, Journal of Web Semantics, vol. 63, 2020.PDF icon (pdf) author version: The Enslaved Ontology (1020.25 KB)
Home Monitoring
S. Quinn, Murphy, N., and Smeaton, A. F., “Tracking Human Behavioural Consistency by Analysing Periodicity of Household Water Consumption”, in 2nd International Conference on Sensors, Signal and Image Processing (SSIP 19), Prague, Czech Republic, 2019.
Horn logic
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)
Horn Logics
D. Carral, Krisnadhi, A., Rudolph, S., and Hitzler, P., “All But Not Nothing: Left-Hand Side Universals for Tractable OWL Profiles”, in Proceedings of the 11th International Workshop on OWL: Experiences and Directions (OWLED 2014) co-located with 13th International Semantic Web Conference on (ISWC 2014), Riva del Garda, Italy, October 17-18, 2014., 2014, vol. 1265, pp. 97-108.PDF icon All But Not Nothing- Left-Hand Side Universals for Tractable OWL Profiles.pdf (332.97 KB)
Hypothesis Testing
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)
implementation
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)
inconsistency measurement
Y. Ma, Qi, G., Xiao, G., Hitzler, P., and Lin, Z., “Computational Complexity and Anytime Algorithm for Inconsistency Measurement”, International Journal of Software and Informatics, vol. 4, pp. 3–21, 2010.PDF icon CompComplexity-IJSI2010.pdf (478.9 KB)

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