David Sládek
Biographic Data
| ID | 9890733 |
|---|---|
| NAME | David Sládek |
| GIVEN NAMES | David |
| FAMILY NAME | Sládek |
| SIGNATURE | SLÁDEK D |
| AFFILIATIONS | University of Defence |
| ORCID | 0000-0002-4418-3203 |
| VERIFIED | Yes |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| AUTHOR COUNT | 1 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2026 |
| LATEST PUBLICATION YEAR | 2026 |
| H-INDEX | 0 |
ML-based fire cause prediction
Wildfire management in Central Europe is often hampered by incomplete data; in the Czech Republic, nearly 49% of fire incidents are recorded with "Unknown" causes. This study presents a novel machine learning framework to address this gap by integrating Global Forecast System (GFS) meteorological data, geographic variables, and dynamic population mobility derived from aggregated SIM-card movement. Utilizing a Gradient Boosting model, we achieved …
No prominent works on this page.
ML-based fire cause prediction
Wildfire management in Central Europe is often hampered by incomplete data; in the Czech Republic, nearly 49% of fire incidents are recorded with "Unknown" causes. This study presents a novel machine learning framework to address this gap by integrating Global Forecast System (GFS) meteorological data, geographic variables, and dynamic population mobility derived from aggregated SIM-card movement. Utilizing a Gradient Boosting model, we achieved …
Fire Detection and Safety Systems (1 work) · Fire effects on ecosystems (1 work) · Geographic information system (1 work) · Geographic mobility (1 work) · Gradient boosting (1 work) · Injury Epidemiology and Prevention (1 work) · Population (1 work)