Publications
“Reasoning over RDF Knowledge Bases using Deep Learning”, arXiv preprint arXiv:1811.04132, 2018.
, “Some Open Issues After Twenty Years of Formal Ontology”, in FOIS 2018, 2018.
, , Advances in Ontology Design and Patterns, vol. 32. Amsterdam: IOS Press, 2017.
, “Computational Environment: An ODP to Support Finding and Recreating Computational Analyses”, in 8th Workshop on Ontology Design and Patterns - WOP2017, 2017.
wop2017-comp-env.pdf (1.05 MB)
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“A Core Pattern for Events”, in Advances in Ontology Design and Patterns, Amsterdam: IOS Press, 2017.
2016-wop-events.pdf (252.85 KB)
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“Explaining Trained Neural Networks with Semantic Web Technologies: First Steps”, Twelveth International Workshop on Neural-Symbolic Learning and Reasoning, NeSy. London, UK, 2017.
2017-nesy-xai.pdf (2.09 MB)
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“On the Ontological Modeling of Trees”, in 8th Workshop on Ontology Design and Patterns - WOP2017, 2017.
wop2017-trees.pdf (495.86 KB)
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“An Ontology Design Pattern and Its Use Case for Modeling Material Transformation”, Semantic Web, vol. 8, no. 5, p. 731, 2017.
swj1303.pdf (3.91 MB)
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“ Propositional rule extraction from neural networks under background knowledge”, in Twelfth International Workshop on Neural-Symbolic Learning and Reasoning, 2017.
main.pdf (270.11 KB)
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“Propositional Rule Extraction from Neural Networks under Background Knowledge”, 2017.
MastreThesis.pdf (587.2 KB)
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“Relating Input Concepts to Convolutional Neural Network Decisions”, NIPS 2017 Workshop: Interpreting, Explaining and Visualizing Deep Learning, NIPS IEVDL 2017. NIPS, CA, USA, 2017.
Relating Input Concepts to Convolutional Neural Network Decisions.pdf (2.35 MB)
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“Rendering OWL in Description Logic Syntax”, in ESWC 2017, Heidelberg, 2017.
2017-eswc-latex.pdf (275.1 KB)
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“Rule-based OWL Modeling with ROWLTab Protege Plugin”. 2017.
main.pdf (423.27 KB)
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“A Spatiotemporal Extent Pattern based on Semantic Trajectories”, in Advances in Ontology Design and Patterns, Amsterdam: IOS Press, 2017.
2016-wop-spatiotemporal.pdf (296.21 KB)
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