Publications
“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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“Proceedings of the Seventh International Workshop on Neural-Symbolic Learning and Reasoning, NeSy'11, at the 22nd International Joint Conference on Artificial Intelligence, IJCAI-11, Barcelona, Catalonia (Spain), 2011”, Seventh International Workshop on Neural-Symbolic Learning and Reasoning, NeSy'11, at the 22nd International Joint Conference on Artificial Intelligence, IJCAI-11, vol. 764. CEUR-WS.org, Barcelona, Catalonia, Spain, 2011.
, “Proceedings of the Ninth International Workshop on Neural-Symbolic Learning and Reasoning, NeSy'13, at the 23rd International Joint Conference on Artificial Intelligence, Beijing, China, August 2013”, Ninth International Workshop on Neural-Symbolic Learning and Reasoning, NeSy'13, at the 23rd International Joint Conference on Artificial Intelligence. Beijing, China, 2013.
, “Proceedings of the Fourth International Workshop on Applications of Semantic Technologies, AST2009, at Informatik2009, Lübeck, Germany, October 2009”, INFORMATIK 2009 - Im Fokus das Leben. Bonner Köllen Verlag, Lübeck, Germany, pp. 381-400, 2009.
, “Proceedings of the Fifth International Workshop on Neural-Symbolic Learning and Reasoning, NeSy'09, at the 21st International Joint Conference on Artificial Intelligence, Pasadena, California, July 2009”, Fifth International Workshop on Neural-Symbolic Learning and Reasoning, NeSy'09, at the 21st International Joint Conference on Artificial Intelligence, vol. 481. CEUR-WS.org, Pasadena, California, 2009.
, “Proceedings of the Eighth International Workshop on Neural-Symbolic Learning and Reasoning, NeSy'12, at the 26th Conference on Artificial Intelligence, AAAI-12, Toronto, Canada, July 2012”, Eighth International Workshop on Neural-Symbolic Learning and Reasoning, NeSy'12, at the 26th Conference on Artificial Intelligence, AAAI-12. Toronto, Canada, 2012.
, , “Proceedings of the 1st International Diversity++ Workshop co-located with the 14th International Semantic Web Conference (ISWC 2015), Bethlehem, Pennsylvania, USA, October 12, 2015”, CEUR Workshop Proceedings, vol. 1501. CEUR-WS.org, Bethlehem, PA, USA, 2015.
, “On the Move to Meaningful Internet Systems: OTM 2011. Confederated International Conferences, CoopIS, DOA-SVI, and ODBASE 2011, Hersonissos, Crete, Greece, October 17-21, 2011, Proceedings, Part I”, Confederated International Conferences, CoopIS, DOA-SVI, and ODBASE 2011, vol. 7044. Springer, Hersonissos, Crete, Greece, 2011.
, “On the Move to Meaningful Internet Systems: OTM 2011. Confederated International Conferences, CoopIS, DOA-SVI, and ODBASE 2011, Hersonissos, Crete, Greece, October 17-21, 2011, Proceedings, Part II”, Confederated International Conferences, CoopIS, DOA-SVI, and ODBASE 2011, vol. 7045. Springer, Hersonissos, Crete, Greece, 2011.
, “MODL: a Modular Ontology Design Library”, Workshop on Ontology Design and Patterns. 2019.
paper.pdf (278.78 KB)
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“How to Document Ontology Design Patterns”, 7th Workshop on Ontology and Semantic Web Patterns (WOP2016). IOS Press, Kobe, Japan, 2016.
, “Formal Ontology in Information Systems - Proceedings of the 10th International Conference, FOIS 2018, Cape Town, South Africa, 19-21 September 2018”, FOIS 2018. IOS Press, 2018.
, “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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“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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