Publications

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2017
M. K. Sarker, Xie, N., Doran, D., Raymer, M., and Hitzler, P., “Explaining Trained Neural Networks with Semantic Web Technologies: First Steps”, Twelveth International Workshop on Neural-Symbolic Learning and Reasoning, NeSy. London, UK, 2017.PDF icon 2017-nesy-xai.pdf (2.09 MB)
D. Carral, Hitzler, P., Lapp, H., and Rudolph, S., “On the Ontological Modeling of Trees”, in 8th Workshop on Ontology Design and Patterns - WOP2017, 2017.PDF icon wop2017-trees.pdf (495.86 KB)
C. Vardeman, Krisnadhi, A., Cheatham, M., Janowicz, K., Ferguson, H., Hitzler, P., and Buccellato, A., “An Ontology Design Pattern and Its Use Case for Modeling Material Transformation”, Semantic Web, vol. 8, no. 5, p. 731, 2017.PDF icon swj1303.pdf (3.91 MB)
M. Labaf, Hitzler, P., and Evans, A. B., “Propositional Rule Extraction from Neural Networks under Background Knowledge”, 2017.PDF icon MastreThesis.pdf (587.2 KB)
M. Labaf, “ Propositional rule extraction from neural networks under background knowledge”, in Twelfth International Workshop on Neural-Symbolic Learning and Reasoning, 2017.PDF icon main.pdf (270.11 KB)
N. Xie, Sarker, M. K., Doran, D., Hitzler, P., and Raymer, M., “Relating Input Concepts to Convolutional Neural Network Decisions”, NIPS 2017 Workshop: Interpreting, Explaining and Visualizing Deep Learning, NIPS IEVDL 2017. NIPS, CA, USA, 2017.PDF icon Relating Input Concepts to Convolutional Neural Network Decisions.pdf (2.35 MB)
C. Shimizu, Hitzler, P., and Horridge, M., “Rendering OWL in Description Logic Syntax”, in ESWC 2017, Heidelberg, 2017.PDF icon 2017-eswc-latex.pdf (275.1 KB)
M. K. Sarker, Krisnadhi, A., Carral, D., and Hitzler, P., “Rule-based OWL Modeling with ROWLTab Protege Plugin”. 2017.PDF icon main.pdf (423.27 KB)
A. A. Krisnadhi, Hitzler, P., and Janowicz, K., “A Spatiotemporal Extent Pattern based on Semantic Trajectories”, in Advances in Ontology Design and Patterns, Amsterdam: IOS Press, 2017.PDF icon 2016-wop-spatiotemporal.pdf (296.21 KB)
A. A. Krisnadhi and Hitzler, P., “The Stub Metapattern”, in Advances in Ontology Design and Patterns, Amsterdam: IOS Press, 2017.PDF icon 2016-wop-stub.pdf (227.17 KB)
P. Hitzler, Gangemi, A., Janowicz, K., Krisnadhi, A. A., and Presutti, V., “Towards a simple but useful ontology design pattern representation language”, in 8th Workshop on Ontology Design and Patterns - WOP2017, 2017.PDF icon wop2017-odpl.pdf (488.15 KB)
2016
R. Mutharaju, Lécué, F., Pan, J. Z., Wu, J., and Hitzler, P., “AI for Traffic Analytics”, The IEEE Intelligent Informatics Bulletin, vol. 17, no. 1, 2016.PDF icon iib_vol17no1_article4.pdf (904.69 KB)
K. Hammar, Blomqvist, E., Carral, D., van Erp, M., Fokkens, A., Gangemi, A., van Hage, W. Robert, Hitzler, P., Janowicz, K., Karima, N., Krisnadhi, A., Narock, T., Segers, R., Solanki, M., and Svatek, V., “Collected Research Questions Concerning Ontology Design Patterns”, in Ontology Engineering with Ontology Design Patterns: Foundations and Applications, Amsterdam: IOS Press, 2016.PDF icon 09-research-questions.pdf (309.67 KB)
E. Blomqvist, Hitzler, P., Janowicz, K., Krisnadhi, A., Narock, T., and Solanki, M., “Considerations regarding Ontology Design Patterns”, Semantic Web, vol. 7, no. 1, pp. 1-7, 2016.PDF icon swj-7-1-2015.pdf (251.83 KB)
G. Watts, Vardeman, C., Carral, D., and Hitzler, P., “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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