XI-ML@KI

Keyphrases

Publications

volume 2796, 2021

Proceedings of the First International Workshop on Explainable and Interpretable Machine Learning (XI-ML 2020) co-located with the 43rd German Conference on Artificial Intelligence (KI 2020), Bamberg, Germany, September 21, 2020 (Virtual Workshop). XI-ML@KI 2796 (2021)

2020

Preface. XI-ML@KI (2020)
Jia Sun, Tapabrata Chakraborti, J. Alison Noble
A Comparative Study of Explainer Modules Applied to Automated Skin Lesion Classification. XI-ML@KI (2020)
Nico Potyka
Foundations for Solving Classification Problems with Quantitative Abstract Argumentation. XI-ML@KI (2020)
Dennis Mollenhauer, Martin Atzmueller
Sequential Exceptional Pattern Discovery Using Pattern-Growth: An Extensible Framework for Interpretable Machine Learning on Sequential Data. XI-ML@KI (2020)
Henrik Boström, Peter Höglund, Sven-Olof Junker, Ann-Sofie Öberg, Martin Sparr
Explaining Multivariate Time Series Forecasts: An Application to Predicting the Swedish GDP. XI-ML@KI (2020)
Kevin Volkert
Teaching AI to Explain its Decisions Can Affect Class Balance. XI-ML@KI (2020)
Marcin P. Joachimiak
How to Teach a Computer to Learn About Microbes: KG-COVID-19 and Microbial Graph Learning - Abstract. XI-ML@KI (2020)
Henrik Mucha, Sebastian Robert, Rüdiger Breitschwerdt, Michael Fellmann
Towards Participatory Design Spaces for Explainable AI Interfaces in Expert Domains (Short Paper). XI-ML@KI (2020)
Jürgen Fleiß, Elisabeth Bäck, Stefan Thalmann
Explainability and the Intention to Use AI-based Conversational Agents (Short Paper). XI-ML@KI (2020)