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)
Relating Input Concepts to Convolutional Neural Network Decisions.pdf (2.35 MB), “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)
paper.pdf (278.78 KB), “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)
2017-nesy-xai.pdf (2.09 MB), “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)
paper5.pdf (1.89 MB)