Alexander Stevens

Orcid: 0000-0001-6140-8788

According to our database1, Alexander Stevens authored at least 8 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Evaluating text classification: A benchmark study.
Expert Syst. Appl., 2024

Explainability in process outcome prediction: Guidelines to obtain interpretable and faithful models.
Eur. J. Oper. Res., 2024

Generating Feasible and Plausible Counterfactual Explanations for Outcome Prediction of Business Processes.
CoRR, 2024

2023
Manifold Learning for Adversarial Robustness in Predictive Process Monitoring.
Proceedings of the 5th International Conference on Process Mining, 2023

2022
Assessing the Robustness in Predictive Process Monitoring through Adversarial Attacks.
Proceedings of the 4th International Conference on Process Mining, 2022

Outcome-Oriented Predictive Process Monitoring on Positive and Unlabelled Event Logs.
Proceedings of the Process Mining Workshops, 2022

2021
Quantifying Explainability in Outcome-Oriented Predictive Process Monitoring.
Proceedings of the Process Mining Workshops - ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31, 2021

2020
Explainability and Fairness in Machine Learning: Improve Fair End-to-end Lending for Kiva.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020


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