We present an overview of different theories of explanation from the philosophy and
cognitive science communities. Based on these theories, as well as models of explanation …

Abstract Although Case-Based Reasoning (CBR) claims to reduce the effort required for
develo** knowledge-based systems substantially compared with more traditional Artificial …

Various literature surveys state and confirm a rapid increase in research on explainable
artificial intelligence (XAI) in recent years. One possible motivation for this change are legal …

Abstract Advances in Natural Language Generation technically enable dialog systems to
output utterances of an arbitrary length. However, in order to provide the most efficient form …

This paper describes the various explanation capabilities of the open source case-based
reasoning tool myCBR. myCBR features conceptual explanations, which provide information …

Large-scale data processing is one of the key challenges concerning many application
domains, especially considering ubiquitous and big data. In these contexts, subgroup …

This chapter gives an overview of the topic of this thesis as well as a summary of the thesis's
main findings and thus the knowledge I was able to contribute. As the title of the thesis …

After an oil spill it is essential to know if an area is going to be affected by the oil slicks
generated. The system presented here forecasts the presence or not of oil slicks in a certain …

This paper focuses on extending the explanation capabilities of the myCBR SDK as well as
on the optimisation of the myCBR SDK in the context of Android-based mobile application …

This work focuses on the socio-technical aspects of artificial intelligence, namely how
(specific types of) intelligent systems function in human workplace environments. The goal is …