2024

• Bayrak, Betül; Bach, Kerstin. (2024) Evaluation of Instance-Based Explanations: An In-Depth Analysis of Counterfactual Evaluation Metrics, Challenges, and the CEval Toolkit. IEEE Access
  Vitenskapelig artikkel
• Darias, Jesus M.; Bayrak, Betül; Caro-Martínez, Marta; Belén, Díaz-Agudo; Recio-Garcia, Juan A.. (2024) An Empirical Analysis of User Preferences Regarding XAI Metrics. Springer Berlin/Heidelberg
  Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

2023

• Bayrak, Betül; Bach, Kerstin. (2023) PertCF: A Perturbation-Based Counterfactual Generation Approach. Springer
  Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
• Bayrak, Betül. (2023) Beyond Post-Hoc Instance-Based Explanation Methods .
  Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
• Bayrak, Betül; Bach, Kerstin. (2023) A Twin XCBR System Using Supportive and Contrastive Explanations .
  Vitenskapelig Kapittel/Artikkel/Konferanseartikkel
• Bayrak, Betül; Bach, Kerstin. (2023) When to Explain? Model Agnostic Explanation Using a Case-based Approach and Counterfactuals. OpenProceedings
  Vitenskapelig Kapittel/Artikkel/Konferanseartikkel

2022

• Bayrak, Betül; Marin Veites, Paola; Bach, Kerstin. (2022) Explaining your Neighbourhood: A CBR Approach for Explaining Black-Box Models. CEUR Workshop Proceedings
  Vitenskapelig artikkel