Publications
“Towards Bridging the Neuro-Symbolic Gap: Deep Deductive Reasoners”, Applied Intelligence, 2021.
APIN2021.pdf (865.93 KB)
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“Towards generalizable neuro-symbolic reasoners”, Kansas State University, Manhattan, KS, 2021.
, “Advances in modular ontology engineering: methodology and infrastructure”, Kansas State University, Manhattan, 2020.
Dissertation.pdf (8.36 MB)
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“AROA Results of OAEI 2020”, Ontology Matching. Springer, 2020.
, “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)
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“Counterfactual reasoning over large-scale human performance optimization experiments”, Virtual poster presented at the annual meeting of the Psychonomic Society, November 2020. 2020.
, “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.
, “Data Integration with Knowledge Graphs: A Space Weather Use-case”. American Geophysical Union (AGU) Fall Meeting 2020, 2020.
, “A Domain Ontology for Task Instructions”, in KGSWC, 2020.
2020KGSWCADomainOntologyforTaskInstructions.pdf (818.33 KB)
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“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)
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“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)
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“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 Functional API for OWL”, The 19th International Semantic Web Conference, vol. 2721. 2020.
ISWC2020fOWL.pdf (159.06 KB)
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“GeoLink Cruises: A Non-Synthetic Benchmark for Co-Reference Resolution on Knowledge Graphs”, in International conference on information and knowledge management, 2020.
GeoLink_Cruise_authorversion.pdf (470.84 KB)
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“GeoLink Dataset: A Complex Alignment Benchmark from Real-world Ontology”, Data Intelligence , 2020.
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