Correct-by-construction reinforcement learning of cardiac pacemakers from duration calculus requirements

K Dole, A Gupta, J Komp, S Krishna… - Proceedings of the AAAI …, 2023 - ojs.aaai.org
As the complexity of pacemaker devices continues to grow, the importance of capturing its
functional correctness requirement formally cannot be overestimated. The pacemaker …

Temporal Analysis and Classification of Sensor Signals

P Kosiuczenko - Sensors, 2023 - mdpi.com
Understanding the behaviour of sensors, and in particular, the specifications of multisensor
systems, are complex problems. The variables that need to be taken into consideration …

An Interval Temporal Logic for Time Series Specification and Data Integration

P Kosiuczenko - Remote Sensing, 2021 - mdpi.com
The analysis of temporal series—in particular, analysis of multisensor data—is a complex
problem. It depends on the application domain, the way the data have to be used, and …