Humam Kourani

According to our database, Humam Kourani authored at least 30 papers between 2022 and 2026.

Collaborative distances:

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

2026

A discovery technique for expressive yet sound process models.

Humam Kourani, Gyunam Park, Wil M. P. van der Aalst

Process Sci., December, 2026

Beyond Control-Flow: Integrating the Resource Perspective into Multi-Collaborative Process Modeling from Text.

Anton Antonov, Humam Kourani, Alessandro Berti, Gyunam Park

CoRR, May, 2026

PMAx: An Agentic Framework for AI-Driven Process Mining.

Anton Antonov, Humam Kourani, Alessandro Berti, Gyunam Park, Wil M. P. van der Aalst

CoRR, March, 2026

Hierarchical Decomposition of Separable Workflow-Nets.

Humam Kourani, Gyunam Park, Wil M. P. van der Aalst

CoRR, February, 2026

Leveraging large language models for enhanced process model comprehension.

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

Decis. Support Syst., 2026

From Theory to Practice: How Fraunhofer FIT and Its Ecosystem Brought Wil van der Aalst's Process Mining Vision to Market.

Humam Kourani, Wolfgang Kratsch, Christoph Lange-Bever, Maximilian Röglinger, Daniel Schuster, Sebastiaan J. van Zelst, Gyunam Park

Proceedings of the Mining a Scientist's Process, 2026

Diagnosing LLM Hallucinations in Process Mining Tasks: a Taxonomy and a Benchmark.

Alessandro Berti, Humam Kourani

Proceedings of the Mining a Scientist's Process, 2026

A Brief History and Overview of the Chair of Process and Data Science (PADS).

Bianka Bakullari, Alessandro Berti, Harry H. Beyel, Tobias Brockhoff, Eduardo Goulart Rocha, Nina Graves, Hannes Häfke, Tsung-Hao Huang, Benedikt Knopp, István Koren, Humam Kourani, Aaron Küsters, Chiao-Yun Li, Lukas Liss, Lisa Luise Mannel, Jan Niklas Adams, Ali Norouzifar, Gyunam Park, Viki Peeva, Marco Pegoraro, Cameron Pitsch, Mahsa Pourbafrani, Majid Rafiei, Christian Rennert, Daniel Schuster, Christopher T. Schwanen, Leah Tacke genannt Unterberg, Merih Seran Uysal, Miriam Wagner, Sebastiaan J. van Zelst

Proceedings of the Mining a Scientist's Process, 2026

2025

Integrating Domain Knowledge into Process Discovery Using Large Language Models.

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

CoRR, October, 2025

Revealing Inherent Concurrency in Event Data: A Partial Order Approach to Process Discovery.

Humam Kourani, Gyunam Park, Wil M. P. van der Aalst

CoRR, September, 2025

Knowledge-Driven Hallucination in Large Language Models: An Empirical Study on Process Modeling.

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

CoRR, September, 2025

Specializing large language models for process modeling via reinforcement learning with verifiable and universal rewards.

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

Process Sci., 2025

Discovering partially ordered workflow models.

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

Inf. Syst., 2025

Unlocking Non-Block-Structured Decisions: Inductive Mining with Choice Graphs.

Humam Kourani, Gyunam Park, Wil M. P. van der Aalst

Proceedings of the Business Process Management - 23rd International Conference, 2025

Configuring Large Reasoning Models Using Process Mining: A Benchmark and a Case Study.

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

Proceedings of the Business Process Management Workshops, 2025

Translating Workflow Nets into the Partially Ordered Workflow Language.

Humam Kourani, Gyunam Park, Wil M. P. van der Aalst

Proceedings of the Application and Theory of Petri Nets and Concurrency, 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

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

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

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

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

Proceedings of the Process Mining Workshops, 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

Bridging Domain Knowledge and Process Discovery Using Large Language Models.

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

Proceedings of the Business Process Management Workshops, 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