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In Press

C. Shimizu and Hitzler, P., “Ontology-based Data Organization for the Enslaved Project”, In Press.

2020-Enslaved-dataorg.pdf (281.54 KB)

A. Eberhart, Carral, D., Hitzler, P., Lapp, H., and Rudolph, S., “Seed Patterns for Modeling Trees”, In Press.

Seed_Patterns_for_Modeling_Trees.pdf (568.59 KB)

C. Shimizu, McGranaghan, R., Eberhart, A., and Kellerman, A. C., “Towards a Modular Ontology for Space Weather Research”, in Advances in Ontology Design Patterns, IOS Press, In Press.

Towards a Modular Ontology for Space Weather Research.pdf (596.89 KB)

2021

M. Ebrahimi, Sarker, M. K., Bianchi, F., Xie, N., Eberhart, A., Doran, D., Kim, H. S., and Hitzler, P., “Neuro-Symbolic Deductive Reasoning for Cross-Knowledge Graph Entailment”, in AAAI-MAKE 2021, 2021.

2021-AAAI_MAKE.pdf (753.28 KB)

M. Ebrahimi, Eberhart, A., Bianchi, F., and Hitzler, P., “Towards Bridging the Neuro-Symbolic Gap: Deep Deductive Reasoners”, Applied Intelligence, 2021.

APIN2021.pdf (865.93 KB)

2020

C. Shimizu, “Advances in modular ontology engineering: methodology and infrastructure”, Kansas State University, Manhattan, 2020.

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.

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.

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.

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) 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.

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