Uncertainty-Aware Predictive Process Monitoring in Healthcare: Explainable Insights into Probability Calibration for Conformal PredictionMaxim Majlatow; Fahim Ahmed Shakil; Andreas Emrich; Nijat MehdiyevIn: Rui Araújo; Jia-Lien Hsu (Hrsg.). Applied Sciences, Vol. 15, No. 14, Pages 1-42, MDPI, 2025.
Augmenting post-hoc explanations for predictive process monitoring with uncertainty quantification via conformalized Monte Carlo dropoutNijat Mehdiyev; Maxim Majlatow; Peter FettkeIn: Data & Knowledge Engineering (DKE), Vol. 156 (March 2025), Pages 1-29, Elsevier B.V. 12/2024.
Counterfactual Explanations in the Big Picture: An Approach for Process Prediction-Driven Job-Shop Scheduling OptimizationNijat Mehdiyev; Maxim Majlatow; Peter FettkeIn: Cognitive Computation, Vol. 16, No. 5, Pages 2674-2700, Springer, 9/2024.
