Projects per year
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Dive into the research topics where Jeroen Middelhuis is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Projects
- 1 Finished
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CERTIF-AI: CERTIFication of production process quality through Artificial Intelligence
Dijkman, R. M. (Project Manager), Bukhsh, Z. (Project member), Middelhuis, J. (Project member) & Adan, I. J. B. F. (Project member)
1/05/20 → 30/09/25
Project: Second tier
Research output
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Automated decision-making for dynamic task assignment at scale
Lo Bianco, R. (Corresponding author), van Jaarsveld, W., Middelhuis, J., Begnardi, L. & Dijkman, R., Jun 2026, In: Information Systems. 138, 13 p., 102694.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile3 Downloads (Pure) -
Learning to Allocate: Dynamic Heuristic Selection for Business Processes
Middelhuis, J. (Corresponding author), Bukhsh, Z. A., Adan, I. & Dijkman, R. M., 3 Feb 2026, Enterprise Design, Operations, and Computing: 29th International Conference, EDOC 2025, Lisbon, Portugal, September 9–12, 2025, Revised Selected Papers. Gianola, A., Borbinha, J., Guizzardi, R., Mira da Silva, M. & Barateiro, J. (eds.). Cham: Springer, p. 173-190 18 p. (Lecture Notes in Computer Science (LNCS); vol. 16213).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile2 Downloads (Pure) -
Prefix-Aware Deep Reinforcement Learning for Resource Allocation in Business Processes
Middelhuis, J., Bukhsh, Z., Adan, I. J. B. F. & Dijkman, R. M., 2026, Proceedings of the 18th International Conference on Agents and Artificial Intelligence, ICAART 2026. Rocha, A. P., Wahde, M. & van den Herik, H. J. (eds.). SciTePress Digital Library, Vol. 4. p. 3752-3763 12 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open Access -
Resource Allocation in Business Processes with Deep Reinforcement Learning
Middelhuis, J., 10 Feb 2026, Eindhoven: Eindhoven University of Technology. 138 p.Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)
Open AccessFile50 Downloads (Pure) -
A Rollout-Based Algorithm and Reward Function for Resource Allocation in Business Processes
Middelhuis, J. (Corresponding author), Bukhsh, Z., Adan, I. & Dijkman, R., 27 Aug 2025, Business Process Management Forum: BPM 2025 Forum, Seville, Spain, August 31 – September 5, 2025, Proceedings. Senderovich, A., Cabanillas, C., Vanderfeesten, I. & A. Reijers, H. (eds.). Cham: Springer, p. 256-273 18 p. (Lecture Notes in Business Information Processing (LNBIP); vol. 564).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile23 Downloads (Pure)
Press/Media
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Eindhoven University of Technology Reports Findings in Information Technology (Data-driven Aggregate Modeling of a Semiconductor Wafer Fab To Predict Wip Levels and Cycle Time Distributions)
Adan, I. J. B. F., Akcay, A. & Middelhuis, J.
17/07/23
1 item of Media coverage
Press/Media: Expert Comment
Thesis
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Predicting cycle time distributions and work-in-progress levels with aggregate modelling in a real-world wafer fab
Middelhuis, J. (Author), Akçay, A. E. (Supervisor 1), Adan, I. J. B. F. (Supervisor 2) & Martagan, T. G. (Supervisor 2), 31 Aug 2021Student thesis: Master