Publications

Export 377 results:
2021
M. Ebrahimi, Eberhart, A., Bianchi, F., and Hitzler, P., “Towards Bridging the Neuro-Symbolic Gap: Deep Deductive Reasoners”, Applied Intelligence, 2021.PDF icon APIN2021.pdf (865.93 KB)
M. Ebrahimi, “Towards generalizable neuro-symbolic reasoners”, Kansas State University, Manhattan, KS, 2021.
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)
R. Amini, Zhou, L., and Hitzler, P., “GeoLink Cruises: A Non-Synthetic Benchmark for Co-Reference Resolution on Knowledge Graphs”, in International conference on information and knowledge management, 2020.PDF icon GeoLink_Cruise_authorversion.pdf (470.84 KB)
L. Zhou, Cheatham, M., Krisnadhi, A., and Hitzler, P., “GeoLink Dataset: A Complex Alignment Benchmark from Real-world Ontology”, Data Intelligence , 2020.

Pages