- Position:
- PhD student
- Department:
- Department of Information Engineering and Process Control (DIEPC)
- Room:
- NB 674
- eMail:
- Home page:
- https://www.uiam.sk/~wadinger/
- Phone:
- +421 259 325 362
- ORCID iD:
- 0000-0002-0167-6331
- WoS ResearcherID:
- GRO-0706-2022
- Google Scholar:
- De3i3p8AAAAJ
- Research activities:
- anomaly/fault detection, reliability engineering, machine learning, streaming data analysis
- Availability:
Publications
Article in journal
- M. Wadinger – M. Kvasnica: Adaptable and Interpretable Framework for Anomaly Detection in SCADA-based industrial systems. Expert Systems with Applications, no. 123200, vol. 246, 2024. Zenodo
Article in conference proceedings
- V. Koncserová – M. Wadinger – M. Kvasnica: Multimodal LLMs for Anomaly Detection and Reasoning. Editor(s): R. Paulen and M. Fikar and J. Oravec, In Proceedings of the 25th International Conference on Process Control - Summaries Volume, Slovak Chemical Library, Slovak University of Technology in Bratislava, Radlinského 9, SK812-37, Bratislava, Slovakia, pp. 50-51, 2025.
- P. Valábek – M. Wadinger – M. Kvasnica – M. Klaučo: Deep Dictionary-Free Method for Identifying Linear Model of Nonlinear System with Input Delay. Editor(s): R. Paulen and M. Fikar and J. Oravec, In Proceedings of the 2025 25th International Conference on Process Control, IEEE, pp. 13–18, 2025.
- M. Wadinger – R. Fáber – E. Pavlovičová – R. Paulen: Carbon Neutral Greenhouse: Economic Model Predictive Control Framework for Education. In 2025 23rd European Control Conference (ECC) June 24-27, 2025. Thessaloniki, Greece, pp. 2477–2482, 2025.
- M. Wadinger – M. Kvasnica: Real-Time Outlier Detection with Dynamic Process Limits. 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, 2023. arXiv
Master's thesis
- M. Wadinger: Design, implementation, and optimization of classification algorithm for identification of small molecules using annotated spectral trees. Master's thesis, ÚIAM FCHPT STU v Bratislave, Radlinského 9, 812 37 Bratislava, 2022.
Bachelor's thesis
- M. Wadinger: Predictive Data Analytics based on Machine Learning (in Slovak). Bachelor's thesis, ÚIAM FCHPT STU v Bratislave, Radlinského 9, 812 37 Bratislava, 2020.
Student scientific work
- M. Wadinger: Story of Solar Panel no. 1.6.7 - Practical approach to anomaly detection. Student scientific work, IIAM FCFT STU in Bratislava, Radlinského 9, 812 37 Bratislava, 2021.
Miscellaneous
- M. Wadinger – M. Kvasnica – Y. Kawahara: Change-Point Detection in Industrial Data Streams based on Online Dynamic Mode Decomposition with Control. 2024. arXiv GitHub
- M. Wadinger – M. Kvasnica: Adaptable and Interpretable Framework for Novelty Detection in Real-Time IoT Systems. 2023. arXiv arXiv
Institute of Information Engineering, Automation and Mathematics was established in 1.1.2006 from two departments: Department of Information Engineering and Process Control and Department of Mathematics.
Latest Posts
- PC25 full papers now available in IEEE X2.7.2025 16:00
- IAM students defended Bachelor theses2.7.2025 15:56
- Graduation ceremony of IAM students 202521.6.2025 15:00
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