Ghada El-Khawaga

According to our database, Ghada El-Khawaga authored at least 8 papers between 2020 and 2024.

Collaborative distances:

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

2024

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

Ghada El-Khawaga, Omar M. Elzeki, Mervat Abu-Elkheir, Manfred Reichert

IEEE Trans. Artif. Intell., April, 2024

Evaluating XAI methods in the context of predictive process monitoring

Ghada El-Khawaga

PhD thesis, 2024

2023

A Rule-based Evaluation Method of Local Explainers for Predictive Process Monitoring.

Ghada El-Khawaga, Mervat Abu-Elkheir, Manfred Reichert

Proceedings of the IEEE International Conference on Data Mining, 2023

2022

XAI in the context of Predictive Process Monitoring: Too much to Reveal.

Ghada El-Khawaga, Mervat Abu-Elkheir, Manfred Reichert

CoRR, 2022

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

Ghada El-Khawaga, Mervat Abu-Elkheir, Manfred Reichert

CoRR, 2022

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

Ghada El-Khawaga, Mervat Abu-Elkheir, Manfred Reichert

Algorithms, 2022

2020

Detecting Production Phases Based on Sensor Values using 1D-CNNs.

Burkhard Hoppenstedt, Manfred Reichert, Ghada El-Khawaga, Klaus Kammerer, Karl-Michael Winter, Rüdiger Pryss

CoRR, 2020

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

Ghada El-Khawaga, Mervat Abu-Elkheir, Sherif I. Barakat, Alaa M. Riad, Manfred Reichert

Algorithms, 2020