Humam Kourani

According to our database, Humam Kourani authored at least 15 papers between 2022 and 2025.

Collaborative distances:

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

2025

Discovering partially ordered workflow models.

Humam Kourani, Sebastiaan J. van Zelst, Daniel Schuster, Wil M. P. van der Aalst

Inf. Syst., 2025

2024

Evaluating Large Language Models on Business Process Modeling: Framework, Benchmark, and Self-Improvement Analysis.

Humam Kourani, Alessandro Berti, Daniel Schuster, Wil M. P. van der Aalst

CoRR, 2024

Bridging Domain Knowledge and Process Discovery Using Large Language Models.

Ali Norouzifar, Humam Kourani, Marcus Dees, Wil M. P. van der Aalst

CoRR, 2024

Leveraging Large Language Models for Enhanced Process Model Comprehension.

Humam Kourani, Alessandro Berti, Jasmin Henrich, Wolfgang Kratsch, Robin Weidlich, Chiao-Yun Li, Ahmad Arslan, Daniel Schuster, Wil M. P. van der Aalst

CoRR, 2024

PM-LLM-Benchmark: Evaluating Large Language Models on Process Mining Tasks.

Alessandro Berti, Humam Kourani, Wil M. P. van der Aalst

CoRR, 2024

Evaluating Large Language Models in Process Mining: Capabilities, Benchmarks, Evaluation Strategies, and Future Challenges.

Alessandro Berti, Humam Kourani, Hannes Häfke, Chiao-Yun Li, Daniel Schuster

CoRR, 2024

POWL: Partially Ordered Workflow Language (Extended Abstract).

Humam Kourani, Sebastiaan J. van Zelst

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

ProMoAI: Process Modeling with Generative AI.

Humam Kourani, Alessandro Berti, Daniel Schuster, Wil M. P. van der Aalst

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Process Modeling with Large Language Models.

Humam Kourani, Alessandro Berti, Daniel Schuster, Wil M. P. van der Aalst

Proceedings of the Enterprise, Business-Process and Information Systems Modeling, 2024

Evaluating Large Language Models in Process Mining: Capabilities, Benchmarks, and Evaluation Strategies.

Alessandro Berti, Humam Kourani, Hannes Häfke, Chiao-Yun Li, Daniel Schuster

Proceedings of the Enterprise, Business-Process and Information Systems Modeling, 2024

2023

Discovering hybrid process models with bounds on time and complexity: When to be formal and when not?

Wil M. P. van der Aalst, Riccardo De Masellis, Chiara Di Francescomarino, Chiara Ghidini, Humam Kourani

Inf. Syst., June, 2023

Scalable Discovery of Partially Ordered Workflow Models with Formal Guarantees.

Humam Kourani, Daniel Schuster, Wil M. P. van der Aalst

Proceedings of the 5th International Conference on Process Mining, 2023

POWL: Partially Ordered Workflow Language.

Humam Kourani, Sebastiaan J. van Zelst

Proceedings of the Business Process Management - 21st International Conference, 2023

2022

PM4KNIME: Process Mining Meets the KNIME Analytics Platform (Extended Abstract).

Humam Kourani, Sebastiaan J. van Zelst, Barry-Detlef Lehmann, Gabriel Einsdorf, Stefan Helfrich, Fabian Liße

Proceedings of the ICPM Doctoral Consortium and Demo Track 2022 co-located with 4th International Conference on Process Mining (ICPM 2022), 2022

Mining for Long-Term Dependencies in Causal Graphs.

Humam Kourani, Chiara Di Francescomarino, Chiara Ghidini, Wil M. P. van der Aalst, Sebastiaan J. van Zelst

Proceedings of the Business Process Management Workshops, 2022