2024

• 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.
  Academic chapter/article/Conference paper
• 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
  Academic article

2023

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

2022

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