Issue 3-4/2022 Explainable AI
Content (15 Articles)
Agnostic Explanation of Model Change based on Feature Importance
- Open Access
- Technical Contribution
Maximilian Muschalik, Fabian Fumagalli, Barbara Hammer, Eyke Hüllermeier
A Neural-Symbolic Approach for Explanation Generation Based on Sub-concept Detection: An Application of Metric Learning for Low-Time-Budget Labeling
- Open Access
- Technical Contribution
Johannes Rabold
What’s on Your Mind, NICO?
- Open Access
- Technical Contribution
Matthias Kerzel, Jakob Ambsdorf, Dennis Becker, Wenhao Lu, Erik Strahl, Josua Spisak, Connor Gäde, Tom Weber, Stefan Wermter
Habilitation Abstract: Towards Explainable Fact Checking
- Dissertation and Habilitation Abstracts
Isabelle Augenstein
A Framework for Learning Event Sequences and Explaining Detected Anomalies in a Smart Home Environment
- Open Access
- Systems Description
Justin Baudisch, Birte Richter, Thorsten Jungeblut
Human-Robot Body Experience: An Artificial Intelligence Perspective
- Open Access
- Dissertation and Habilitation Abstracts
Philipp Beckerle
Generating Explanations for Conceptual Validation of Graph Neural Networks: An Investigation of Symbolic Predicates Learned on Relevance-Ranked Sub-Graphs
- Open Access
- Technical Contribution
Bettina Finzel, Anna Saranti, Alessa Angerschmid, David Tafler, Bastian Pfeifer, Andreas Holzinger
XAINES: Explaining AI with Narratives
- Open Access
- Project Reports
Mareike Hartmann, Han Du, Nils Feldhus, Ivana Kruijff-Korbayová, Daniel Sonntag
Identification of Explainable Structures in Data with a Human-in-the-Loop
- Open Access
- Dissertation and Habilitation Abstracts
Michael C. Thrun
Exploring Monological and Dialogical Phases in Naturally Occurring Explanations
- Open Access
- Project Reports
Josephine B. Fisher, Vivien Lohmer, Friederike Kern, Winfried Barthlen, Sebastian Gaus, Katharina J. Rohlfing
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