Publications
“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”, 2017.
MastreThesis.pdf (587.2 KB)
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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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“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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“The Stub Metapattern”, in Advances in Ontology Design and Patterns, Amsterdam: IOS Press, 2017.
2016-wop-stub.pdf (227.17 KB)
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“Towards a simple but useful ontology design pattern representation language”, in 8th Workshop on Ontology Design and Patterns - WOP2017, 2017.
wop2017-odpl.pdf (488.15 KB)
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“AI for Traffic Analytics”, The IEEE Intelligent Informatics Bulletin, vol. 17, no. 1, 2016.
iib_vol17no1_article4.pdf (904.69 KB)
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“Collected Research Questions Concerning Ontology Design Patterns”, in Ontology Engineering with Ontology Design Patterns: Foundations and Applications, Amsterdam: IOS Press, 2016.
09-research-questions.pdf (309.67 KB)
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“Considerations regarding Ontology Design Patterns”, Semantic Web, vol. 7, no. 1, pp. 1-7, 2016.
swj-7-1-2015.pdf (251.83 KB)
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“The Detector Final State pattern: Using the Web Ontology Language to describe a Physics Analysis”, in Presented at the 17th International workshop on Advanced Computing and Analysis Techniques in physics research (ACAT), Valparaiso, Chile, January 2016., 2016.
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