- Position:
- PhD student
- Department:
- Department of Information Engineering and Process Control (DIEPC)
- Room:
- NB 647
- eMail:
- Home page:
- https://www.uiam.sk/~faber/
- Phone:
- +421 259 325 349, +421 907 472 759
- ORCID iD:
- 0000-0003-0088-3467
- WoS ResearcherID:
- GQQ-3157-2022
- Research activities:
- Model formulation and experiment design, Software sensors, Data classification
- Availability:
-
Unavailable:
From 20.12.2024 To 10.01.2025
Publications
Article in conference proceedings
- R. Fáber – M. Mojto – K. Ľubušký – R. Paulen: From Data to Alarms: Data-driven Anomaly Detection Techniques in Industrial Settings. Editor(s): Flavio Manenti, G.V. Rex Reklaitis, In 34th European Symposium on Computer Aided Process Engineering /15th International Symposium on Process Systems Engineering, vol. 53, pp. 2857–2862, 2024. Zenodo
- R. Fáber – M. Mojto – K. Ľubušký – R. Paulen: Integrated Data Analytics and Regression Techniques for Real-time Anomaly Detection in Industrial Processes. In 12th IFAC Symposium on Advanced Control of Chemical Processes, pp. 320–325, 2024. Zenodo
- R. Fáber – K. Ľubušký – M. Mojto – R. Paulen: Enhancing Industrial Data Analysis through Machine Learning-based Classification of Petrochemical Datasets. In 49th International Conference of the Slovak Society of Chemical Engineering SSCHE 2023, Slovak Society of Chemical Engineering, Bratislava, SK, pp. 160–160, 2023. Zenodo
- R. Fáber – K. Ľubušký – R. Paulen: Machine Learning-based Classification of Online Industrial Datasets. Editor(s): R. Paulen and M. Fikar, In Proceedings of the 2023 24th International Conference on Process Control, IEEE, Slovak University of Technology in Bratislava, Radlinského 9, 81237, Bratislava, Slovakia, pp. 132–137, 2023. Zenodo
- R. Fáber – R. Valo – M. Roman – R. Paulen: Towards Temperature Monitoring in Long-Term Grain Storage. In 2022 Cybernetics & Informatics (K&I), pp. 1–6, 2022. Zenodo
Master's thesis
- R. Fáber: Monitoring the temperature of stored grain. Master's thesis, ÚIAM FCHPT STU v Bratislave, Radlinského 9, 812 37 Bratislava, 2022.
Miscellaneous
- R. Fáber: Hybrid Modeling and Real-time Optimization of Processes. 2023.