Publications

Learning Actionable World Models
2025

Learning Actionable World Models for Industrial Process Control

P Yan, A Abdulkadir, GA Schatte, G Aguzzi, J Gha, N Pascher, M Rosenthal, Y Gao, BF Grewe, T Stadelmann

Proceedings of the 12th IEEE Swiss Conference on Data Science (SDS'25), pp. 111-118, Zurich, Switzerland, June 27, 2025

DOI
Agents for Computer Use Survey
2025

A Comprehensive Survey of Agents for Computer Use: Foundations, Challenges, and Future Directions

PJ Sager, B Meyer, P Yan, R von Wartburg-Kottler, et al.

arXiv preprint arXiv:2501.16150

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Deep Transfer Learning Survey
2024

A Comprehensive Survey of Deep Transfer Learning for Anomaly Detection in Industrial Time Series: Methods, Applications, and Directions

P Yan, A Abdulkadir, PP Luley, M Rosenthal, GA Schatte, BF Grewe, T Stadelmann

IEEE Access, January 2024

DOI
Automated Process Monitoring
2024

Automated process monitoring in injection molding via representation learning and setpoint regression

P Yan, A Abdulkadir, G Aguzzi, GA Schatte, BF Grewe, T Stadelmann

Proceedings of the 11th IEEE Swiss Conference on Data Science (SDS'24), Zurich, Switzerland, May 31, 2024

DOI
Data Centric AI
2023

From concept to implementation: The data-centric development process for AI in industry

PP Luley, JM Deriu, P Yan, GA Schatte, T Stadelmann

2023 10th IEEE Swiss Conference on Data Science (SDS)

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PSO Algorithm
2016

Unified optimization based on multi-swarm PSO algorithm and cuckoo search algorithm

Y Gao, P Yan

Control and Decision 31 (4), 601-608

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