Fatima Rabia Yapicioglu

According to our database, Fatima Rabia Yapicioglu authored at least 8 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

ConformaDecompose: Explaining Uncertainty via Calibration Localization.

Fatima Rabia Yapicioglu, Meltem Aksoy, Alberto Rigenti, Tuwe Löfström-Cavallin, Helena Löfström, Seyda Yoncaci, Luca Longo

CoRR, April, 2026

Concerning Uncertainty - A Systematic Survey of Uncertainty-Aware XAI.

Helena Löfström, Tuwe Löfström, Anders Hjort, Fatima Rabia Yapicioglu

CoRR, March, 2026

Residual Value Prediction in Automotive: A Review of Methods and Data With Research Roadmap.

Fatima Rabia Yapicioglu, Alberto Rigenti, Andrea Cisci, Meltem Aksoy, Fabio Vitali, Luca Longo

IEEE Access, 2026

2025

ConformaSegment: A Conformal Prediction-Based, Uncertainty-Aware, and Model-Agnostic Explainability Framework for Time-Series Forecasting.

Fatima Rabia Yapicioglu, Meltem Aksoy, Tuwe Löfström, Fabio Vitali, Alberto Rigenti

Proceedings of the Explainable Artificial Intelligence, 2025

Uncertainty Considerations of Explainable AI in Data-Driven Systems.

Fatima Rabia Yapicioglu

Proceedings of the Joint Proceedings of the xAI 2025 Late-breaking Work, 2025

Fast Calibrated Explanations: Efficient and Uncertainty-Aware Explanations for Machine Learning Models.

Tuwe Löfström, Fatima Rabia Yapicioglu, Alessandra Stramiglio, Helena Löfström, Fabio Vitali

Proceedings of the Explainable Artificial Intelligence, 2025

2024

ConformaSight: Conformal Prediction-Based Global and Model-Agnostic Explainability Framework.

Fatima Rabia Yapicioglu, Alessandra Stramiglio, Fabio Vitali

Proceedings of the Explainable Artificial Intelligence, 2024

2023

Interpretation of Magnetic Resonance Images of Temporomandibular Joint Disorders by Using Deep Learning.

Sifa Özsari, Fatima Rabia Yapicioglu, Dilek Yilmaz, Kivanç Kamburoglu, Mehmet Serdar Güzel, Gazi Erkan Bostanci, Koray Açici, Tunç Asuroglu

IEEE Access, 2023