DAO-XAI

Keyphrases

Publications

2021

Houcemeddine Turki, Mohamed Ali Hadj Taieb, Mohamed Ben Aouicha
Knowledge-Based Construction of Confusion Matrices for Multi-Label Classification Algorithms using Semantic Similarity Measures. DAO-XAI (2021)
Iker Esnaola-Gonzalez
Can Ontologies help making Machine Learning Accountable? (Extended Abstract). DAO-XAI (2021)
Luciano Serafini
Learning and Reasoning with Logic Tensor Networks: The Framework and an Application (Abstract of Invited Talk). DAO-XAI (2021)
Adel Memariani, Martin Glauer, Fabian Neuhaus, Till Mossakowski, Janna Hastings
Automated and Explainable Ontology Extension based on Deep Learning: A Case Study in the Chemical Domain. DAO-XAI (2021)
Jason Liartis, Edmund Dervakos, Orfeas Menis-Mastromichalakis, Alexandros Chortaras, Giorgos Stamou
Semantic Queries Explaining Opaque Machine Learning Classifiers. DAO-XAI (2021)
Alberto Olivares Alarcos, Sergi Foix, Guillem Alenyà
Knowledge Representation for Explainability in Collaborative Robotics and Adaptation. DAO-XAI (2021)
Roberto Confalonieri, Pietro Galliani, Oliver Kutz, Daniele Porello, Guendalina Righetti, Nicolas Troquard
Towards Knowledge-driven Distillation and Explanation of Black-box Models. DAO-XAI (2021)
Roberto Confalonieri, Tillman Weyde, Tarek R. Besold, Fermín Moscoso del Prado Martín
Using Ontologies for Human-understandable Explanations of Black-box Models (Extended Abstract). DAO-XAI (2021)
Paolo Tenti, Gabriella Pasi, Rafael Peñaloza
Complementing Language Embeddings with Knowledge Bases for Specific Domains. DAO-XAI (2021)

volume 2998, 2021

Proceedings of the Workshop on Data meets Applied Ontologies in Explainable AI (DAO-XAI 2021) part of Bratislava Knowledge September (BAKS 2021), Bratislava, Slovakia, September 18th to 19th, 2021 DAO-XAI 2998 (2021)