Abstract is missing.
- Using Ontologies for Human-understandable Explanations of Black-box Models (Extended Abstract)Roberto Confalonieri 0001, Tillman Weyde, Tarek R. Besold, Fermín Moscoso del Prado Martín. [doi]
- Complementing Language Embeddings with Knowledge Bases for Specific DomainsPaolo Tenti, Gabriella Pasi, Rafael Peñaloza. [doi]
- Automated and Explainable Ontology Extension based on Deep Learning: A Case Study in the Chemical DomainAdel Memariani, Martin Glauer, Fabian Neuhaus, Till Mossakowski, Janna Hastings. [doi]
- Learning and Reasoning with Logic Tensor Networks: The Framework and an Application (Abstract of Invited Talk)Luciano Serafini. [doi]
- Knowledge-Based Construction of Confusion Matrices for Multi-Label Classification Algorithms using Semantic Similarity MeasuresHoucemeddine Turki, Mohamed Ali Hadj Taieb, Mohamed Ben Aouicha. [doi]
- Knowledge Representation for Explainability in Collaborative Robotics and AdaptationAlberto Olivares Alarcos, Sergi Foix, Guillem Alenyà. [doi]
- Towards Knowledge-driven Distillation and Explanation of Black-box ModelsRoberto Confalonieri 0001, Pietro Galliani, Oliver Kutz, Daniele Porello, Guendalina Righetti, Nicolas Troquard. [doi]
- Can Ontologies help making Machine Learning Accountable? (Extended Abstract)Iker Esnaola-Gonzalez. [doi]
- Semantic Queries Explaining Opaque Machine Learning ClassifiersJason Liartis, Edmund Dervakos, Orfeas Menis-Mastromichalakis, Alexandros Chortaras, Giorgos Stamou. [doi]