Ghada Elkhawaga

XAI in the Context of Predictive Process Monitoring: An Empirical Analysis Framework

Ghada Elkhawaga, Mervat Abu-Elkheir, Manfred Reichert · Algorithms · 2022 · 30 citations · Full text

Computing, Information Systems, Business Process Management +16

Explainability of Predictive Process Monitoring Results: Can You See My Data Issues?

Ghada Elkhawaga, Mervat Abu-Elkheir, Manfred Reichert · Applied Sciences · 2022 · 23 citations · Full text

Computing, Computer Science, Information Systems +16

Evaluating Explainable Artificial Intelligence Methods Based on Feature Elimination: A Functionality-Grounded Approach

Ghada Elkhawaga, Omar M. Elzeki, Mervat Abu-Elkheir et al. · Electronics · 2023 · 23 citations · Full text

Computing, Computer Science, Artificial Intelligence +11

Why Should I Trust Your Explanation? An Evaluation Approach for XAI Methods Applied to Predictive Process Monitoring Results

Ghada Elkhawaga, Omar M. Elzeki, Mervat Abu-Elkheir et al. · IEEE Transactions on Artificial Intelligence · 2024 · 23 citations · Full text

Computing, Computer Science, Information Systems +14

CONDA-PM—A Systematic Review and Framework for Concept Drift Analysis in Process Mining

Ghada Elkhawaga, Mervat Abu-Elkheir, Sherif Barakat et al. · Algorithms · 2020 · 21 citations · Full text

Business, Change Management, Information Systems +17