KI - Künstliche Intelligenz

Explainable AI

Ute Schmid, Britta Wrede

Agnostic Explanation of Model Change based on Feature Importance

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

Johannes Rabold

What’s on Your Mind, NICO?

Matthias Kerzel, Jakob Ambsdorf, Dennis Becker, Wenhao Lu, Erik Strahl, Josua Spisak, Connor Gäde, Tom Weber, Stefan Wermter

Habilitation Abstract: Towards Explainable Fact Checking

Isabelle Augenstein

A Framework for Learning Event Sequences and Explaining Detected Anomalies in a Smart Home Environment

Justin Baudisch, Birte Richter, Thorsten Jungeblut

Human-Robot Body Experience: An Artificial Intelligence Perspective

Philipp Beckerle

Generating Explanations for Conceptual Validation of Graph Neural Networks: An Investigation of Symbolic Predicates Learned on Relevance-Ranked Sub-Graphs

Bettina Finzel, Anna Saranti, Alessa Angerschmid, David Tafler, Bastian Pfeifer, Andreas Holzinger

XAINES: Explaining AI with Narratives

Mareike Hartmann, Han Du, Nils Feldhus, Ivana Kruijff-Korbayová, Daniel Sonntag

Identification of Explainable Structures in Data with a Human-in-the-Loop

Michael C. Thrun

What is Missing in XAI So Far?

Ute Schmid, Britta Wrede

Exploring Monological and Dialogical Phases in Naturally Occurring Explanations

Josephine B. Fisher, Vivien Lohmer, Friederike Kern, Winfried Barthlen, Sebastian Gaus, Katharina J. Rohlfing

Constructing Explainability – Interdisciplinary Framework to Actively Shape Explanations in XAI

Ute Schmid

News

Inflation?

Ubbo Visser