Humam Kourani

30 papers A* 2A 2B 2Journal 18Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Hierarchical Decomposition of Separable Workflow-Nets.
CoRR
Humam Kourani, Gyunam Park, Wil M. P. van der Aalst
2026 J jnl
Leveraging large language models for enhanced process model comprehension.
Decis. Support Syst.
Humam Kourani, Alessandro Berti, Jasmin Hennrich, Wolfgang Kratsch, Robin Weidlich, Chiao-Yun Li, Ahmad Arslan, Wil M. P. van der Aalst, Daniel Schuster
2026 J jnl
PMAx: An Agentic Framework for AI-Driven Process Mining.
CoRR
Anton Antonov, Humam Kourani, Alessandro Berti, Gyunam Park, Wil M. P. van der Aalst
2025 J jnl
Discovering partially ordered workflow models.
Inf. Syst.
Humam Kourani, Sebastiaan J. van Zelst, Daniel Schuster, Wil M. P. van der Aalst
2025 J jnl
Integrating Domain Knowledge into Process Discovery Using Large Language Models.
CoRR
Ali Norouzifar, Humam Kourani, Marcus Dees, Wil M. P. van der Aalst
2025 J jnl
Knowledge-Driven Hallucination in Large Language Models: An Empirical Study on Process Modeling.
CoRR
Humam Kourani, Anton Antonov, Alessandro Berti, Wil M. P. van der Aalst
2025 J jnl
Revealing Inherent Concurrency in Event Data: A Partial Order Approach to Process Discovery.
CoRR
Humam Kourani, Gyunam Park, Wil M. P. van der Aalst
2025 J jnl
Specializing large language models for process modeling via reinforcement learning with verifiable and universal rewards.
Process Sci.
Alessandro Berti, Xiaoting Wang, Humam Kourani, Wil M. P. van der Aalst
2025 B conf
Translating Workflow Nets into the Partially Ordered Workflow Language.
Petri Nets
Humam Kourani, Gyunam Park, Wil M. P. van der Aalst
2025 J jnl
Translating Workflow Nets into the Partially Ordered Workflow Language.
CoRR
Humam Kourani, Gyunam Park, Wil M. P. van der Aalst
2025 A conf
Unlocking Non-Block-Structured Decisions: Inductive Mining with Choice Graphs.
BPM
Humam Kourani, Gyunam Park, Wil M. P. van der Aalst
2025 J jnl
Unlocking Non-Block-Structured Decisions: Inductive Mining with Choice Graphs.
CoRR
Humam Kourani, Gyunam Park, Wil M. P. van der Aalst
2024 — conf
Bridging Domain Knowledge and Process Discovery Using Large Language Models.
Business Process Management Workshops
Ali Norouzifar, Humam Kourani, Marcus Dees, Wil M. P. van der Aalst
2024 J jnl
Bridging Domain Knowledge and Process Discovery Using Large Language Models.
CoRR
Ali Norouzifar, Humam Kourani, Marcus Dees, Wil M. P. van der Aalst
2024 J jnl
Evaluating Large Language Models in Process Mining: Capabilities, Benchmarks, Evaluation Strategies, and Future Challenges.
CoRR
Alessandro Berti, Humam Kourani, Hannes Häfke, Chiao-Yun Li, Daniel Schuster
2024 — conf
Evaluating Large Language Models in Process Mining: Capabilities, Benchmarks, and Evaluation Strategies.
BPMDS/EMMSAD@CAiSE
Alessandro Berti, Humam Kourani, Hannes Häfke, Chiao-Yun Li, Daniel Schuster
2024 J jnl
Evaluating Large Language Models on Business Process Modeling: Framework, Benchmark, and Self-Improvement Analysis.
CoRR
Humam Kourani, Alessandro Berti, Daniel Schuster, Wil M. P. van der Aalst
2024 J jnl
Leveraging Large Language Models for Enhanced Process Model Comprehension.
CoRR
Humam Kourani, Alessandro Berti, Jasmin Henrich, Wolfgang Kratsch, Robin Weidlich, Chiao-Yun Li, Ahmad Arslan, Daniel Schuster, Wil M. P. van der Aalst
2024 — conf
PM-LLM-Benchmark: Evaluating Large Language Models on Process Mining Tasks.
ICPM Workshops
Alessandro Berti, Humam Kourani, Wil M. P. van der Aalst
2024 J jnl
PM-LLM-Benchmark: Evaluating Large Language Models on Process Mining Tasks.
CoRR
Alessandro Berti, Humam Kourani, Wil M. P. van der Aalst
2024 A* conf
POWL: Partially Ordered Workflow Language (Extended Abstract).
IJCAI
Humam Kourani, Sebastiaan J. van Zelst
2024 A* conf
ProMoAI: Process Modeling with Generative AI.
IJCAI
Humam Kourani, Alessandro Berti, Daniel Schuster, Wil M. P. van der Aalst
2024 J jnl
ProMoAI: Process Modeling with Generative AI.
CoRR
Humam Kourani, Alessandro Berti, Daniel Schuster, Wil M. P. van der Aalst
2024 J jnl
Process Modeling With Large Language Models.
CoRR
Humam Kourani, Alessandro Berti, Daniel Schuster, Wil M. P. van der Aalst
2024 — conf
Process Modeling with Large Language Models.
BPMDS/EMMSAD@CAiSE
Humam Kourani, Alessandro Berti, Daniel Schuster, Wil M. P. van der Aalst
2023 J jnl
Discovering hybrid process models with bounds on time and complexity: When to be formal and when not?
Inf. Syst.
Wil M. P. van der Aalst, Riccardo De Masellis, Chiara Di Francescomarino, Chiara Ghidini, Humam Kourani
2023 A conf
POWL: Partially Ordered Workflow Language.
BPM
Humam Kourani, Sebastiaan J. van Zelst
2023 B conf
Scalable Discovery of Partially Ordered Workflow Models with Formal Guarantees.
ICPM
Humam Kourani, Daniel Schuster, Wil M. P. van der Aalst
2022 — conf
Mining for Long-Term Dependencies in Causal Graphs.
Business Process Management Workshops
Humam Kourani, Chiara Di Francescomarino, Chiara Ghidini, Wil M. P. van der Aalst, Sebastiaan J. van Zelst
2022 — conf
PM4KNIME: Process Mining Meets the KNIME Analytics Platform (Extended Abstract).
ICPM Doctoral Consortium / Demo
Humam Kourani, Sebastiaan J. van Zelst, Barry-Detlef Lehmann, Gabriel Einsdorf, Stefan Helfrich, Fabian Liße