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- 2023
- Architecture for Predictive Maintenance Based on Integrated Models, Methods and Technologies (2023) Lecture Notes in Production Engineering. In Intelligent and Transformative Production in Pandemic Times p.259-274
- 2022
- Towards machine learning-based predictive maintenance in industry using vibration and acoustic data (2022)
- A semi-supervised approach with monotonic constraints for improved remaining useful life estimation (2022) SENSORS. 22(4).
- 2021
- Anomaly detection and event mining in cold forming manufacturing processes (2021) INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY. 115(3). p.837-852
- 2020
- Scalable fleet monitoring and visualization for smart machine maintenance and industrial IoT applications (2020) SENSORS. 20(15).
- Implications of Z-normalization in the matrix profile (2020) Pattern recognition applications and methods, 8th International Conference, ICPRAM 2019, Prague, Czech Republic, February 19-21, 2019, Revised Selected Papers. In Lecture Notes in Computer Science 11996. p.95-118
- 2018
- Data-driven optimization of energy efficiency and comfort in an apartment (2018) 2018 9TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS (IS). p.174-182