Publications

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2019
P. Hitzler, Kirrane, S., Hartig, O., de Boer, V., Vidal, M. - E., Maleshkova, M., Schlobach, S., Hammar, K., Lasierra, N., Stadtmüller, S., Hose, K., and Verborgh, R., The Semantic Web: ESWC 2019 Satellite Events. Portoroz, Slovenia, June 2-6, 2019, Revised Selected Papers, vol. 11762. Heidelberg: Springer, 2019.
S. Quinn and Mileo, A., “Towards Architecture-Agnostic Neural Transfer: a Knowledge-Enhanced Approach”, in Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, {IJCAI-19}, 2019, pp. 6452–6453.
L. Zhou, Cheatham, M., and Hitzler, P., “Towards Association Rule-Based Complex Ontology Alignment”, in Joint International Semantic Technology Conference, Hangzhou, China, 2019.PDF icon Link to download the paper (491.33 KB)
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.
2020
C. Shimizu, “Advances in modular ontology engineering: methodology and infrastructure”, Kansas State University, Manhattan, 2020.PDF icon Dissertation.pdf (8.36 MB)
L. Zhou and Hitzler, P., “AROA Results of OAEI 2020”, Ontology Matching. Springer, 2020.
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)
I. Juvina, Aue, W. R., Minnery, B., Hitzler, P., Nadella, S., and Sarker, M. K., “Counterfactual reasoning over large-scale human performance optimization experiments”, Virtual poster presented at the annual meeting of the Psychonomic Society, November 2020. 2020.
M. Alam, Groth, P., Hitzler, P., Paulheim, H., Sack, H., and Tresp, V., “CSSA'20: Workshop on Combining Symbolic and Sub-Symbolic Methods and their Applications”, in CIKM'20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020, 2020, pp. 3523-3524.
C. Shimizu, McGranaghan, R., and Kellerman, A. C., “Data Integration with Knowledge Graphs: A Space Weather Use-case”. American Geophysical Union (AGU) Fall Meeting 2020, 2020.
A. Eberhart, Shimizu, C., Stevens, C., Hitzler, P., Myers, C. W., and Maruyam, B., “A Domain Ontology for Task Instructions”, in KGSWC, 2020.PDF icon 2020KGSWCADomainOntologyforTaskInstructions.pdf (818.33 KB)
L. Zhou, Shimizu, C., Hitzler, P., Sheill, A. M., Estrecha, S. Gonzalez, Foley, C., Tarr, D., and Rehberger, D., “The Enslaved Dataset: A Real-world Complex Ontology Alignment Benchmark using Wikibase”, in 29th ACM International Conference on Information and Knowledge Management, 2020.PDF icon 2020-CIKM-enslaved-alignment.pdf (661.37 KB)
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)
Z. A. Daniels, Frank, L. D., Menart, C. J., Raymer, M., and Hitzler, P., “A Framework for Explainable Deep Neural Models Using External Knowledge Graphs”, in Artificial Intelligence and Machine Learning for Multi-Domain Operations Applications, SPIE, 2020.
A. Eberhart and Hitzler, P., “A Functional API for OWL”, The 19th International Semantic Web Conference, vol. 2721. 2020.PDF icon ISWC2020fOWL.pdf (159.06 KB)

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