Lukás Klein

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 5

Top Topics

Discrete Particle Swarm Optimization

Partial Discharge

Top Venues

Swarm Evol. Comput.

Eng. Appl. Artif. Intell.

Expert Syst. Appl.

Publications

Lukás Klein, Jirí Dvorský, David Seidl, Lukás Prokop
Novel lossy compression method of noisy time series data with anomalies: Application to partial discharge monitoring in overhead power lines. Eng. Appl. Artif. Intell. 133 (2024)
Lukás Klein, Ivan Zelinka, David Seidl
Optimizing parameters in swarm intelligence using reinforcement learning: An application of Proximal Policy Optimization to the iSOMA algorithm. Swarm Evol. Comput. 85 (2024)
Ondrej Kabot, Lukás Klein, Lukás Prokop, Wojciech Walendziuk
Enhanced Fault Type Detection in Covered Conductors Using a Stacked Ensemble and Novel Algorithm Combination. Sensors 23 (20) (2023)
Lukás Klein, Petr Zmij, Pavel Krömer
Partial Discharge Detection by Edge Computing. IEEE Access 11 (2023)
Lukás Klein, David Seidl, Jan Fulnecek, Lukás Prokop, Stanislav Misák, Jirí Dvorský
Antenna contactless partial discharges detection in covered conductors using ensemble stacking neural networks. Expert Syst. Appl. 213 (Part) (2023)