Jiřı́neubauer
Biographic Data
| ID | 4149332 |
|---|---|
| NAME | Jiřı́neubauer |
| FAMILY NAME | Jiřı́neubauer |
| SIGNATURE | JIŘÍNEUBAUER |
| AFFILIATIONS | University of Defence |
| ORCID | 0000-0003-2497-2739 |
| VERIFIED | Yes |
| TOTAL WORKS | 7 |
| TOTAL CITATIONS | 1 |
| AUTHOR COUNT | 7 |
| EDITOR COUNT | 0 |
| FIRST PUBLICATION YEAR | 2018 |
| LATEST PUBLICATION YEAR | 2026 |
| H-INDEX | 1 |
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 …
Differences in Second Language Learning Motivation
The aim of the paper is to provide a detailed view on motivation for learning second languages in the Czech Armed Forces. As an important prerequisite of interoperability, foreign language proficiency represents an integral part of competences necessary for the personnel serving in modern western militaries. Therefore, language education belongs to significant components of professional military education. As in any other human activity, motivati…
Covid-19 Restrictions' Effect on Physical Fitness – A Comparative Study of First-Year Students in Pre, During, and Post-Pandemic Eras
This study investigates the influence of COVID-19 restrictions on first-year university students' physical fitness over five years, analyzing data from the University of Defence. The findings reveal a significant decline in first -semester performances in 2020/21, primarily attributed to students who did not undergo physical entrance exams and experienced a partial lockdown along with distant schooling. The class of 2021/22, despite similar condi…
The Importance of Physical Performance
The aim of the research was to analyze the physical performance of University of Defence (UD) students, explain the correlation structure of observed variables using exploratory factor analysis, and identify and name individual latent factors. A total of 89 male students from UD (age: 21.1 ± 1.26 years; body height: 180.3 ± 6.69 cm; body weight: 80.6 ± 9.32 kg) were tested as part of mandatory physical tests. For the examined group of UD students…
The Impact of Military Expenditures on the Indebtedness of the Czech Republic and Lithuania
While several studies have examined the relationship between military expenditures and economic growth, only few studies have focused on the nexus between these expenditures and indebtedness. The authors have been focused on the analysis of the impact of military expenditures on the indebtedness of the Czech Republic and Lithuania over the period 1999-2022. The aim of the paper is to investigate whether the increase in military expenditures has a…
Analysis of Traffic Accidents with the Deployment of the Fire Rescue Service in the Regions of the Czech Republic
Traffic accidents are an ongoing safety issue. The aim of this paper is to use a statistical apparatus to describe and model the random variable that is the daily number of accidents. The data on traffic accidents come from the database of the Fire Rescue Service of the Czech Republic from 2012–2021 and are described by time and location data. Analysis of variance for a random variable with a Poisson probability distribution was used in the model…
ARDL models of Military Spending and its Security and Economic Determinants
This contribution deals with modelling of military expenditure and its potential security and economic determinants by an Autoregressive Distributed Lag (ARDL) model. This approach is applied to several NATO member countries over the period 2001–2016, namely to Visegrad group countries and Baltic states. Time series of military expenditure (database SIPRI), the risk of inflation, GDP growth, terrorism, foreign pressure, cross-border conflict and …
ARDL models of Military Spending and its Security and Economic Determinants
This contribution deals with modelling of military expenditure and its potential security and economic determinants by an Autoregressive Distributed Lag (ARDL) model. This approach is applied to several NATO member countries over the period 2001–2016, namely to Visegrad group countries and Baltic states. Time series of military expenditure (database SIPRI), the risk of inflation, GDP growth, terrorism, foreign pressure, cross-border conflict and …
ARDL models of Military Spending and its Security and Economic Determinants
This contribution deals with modelling of military expenditure and its potential security and economic determinants by an Autoregressive Distributed Lag (ARDL) model. This approach is applied to several NATO member countries over the period 2001–2016, namely to Visegrad group countries and Baltic states. Time series of military expenditure (database SIPRI), the risk of inflation, GDP growth, terrorism, foreign pressure, cross-border conflict and …
Differences in Second Language Learning Motivation
The aim of the paper is to provide a detailed view on motivation for learning second languages in the Czech Armed Forces. As an important prerequisite of interoperability, foreign language proficiency represents an integral part of competences necessary for the personnel serving in modern western militaries. Therefore, language education belongs to significant components of professional military education. As in any other human activity, motivati…
Covid-19 Restrictions' Effect on Physical Fitness – A Comparative Study of First-Year Students in Pre, During, and Post-Pandemic Eras
This study investigates the influence of COVID-19 restrictions on first-year university students' physical fitness over five years, analyzing data from the University of Defence. The findings reveal a significant decline in first -semester performances in 2020/21, primarily attributed to students who did not undergo physical entrance exams and experienced a partial lockdown along with distant schooling. The class of 2021/22, despite similar condi…
The Importance of Physical Performance
The aim of the research was to analyze the physical performance of University of Defence (UD) students, explain the correlation structure of observed variables using exploratory factor analysis, and identify and name individual latent factors. A total of 89 male students from UD (age: 21.1 ± 1.26 years; body height: 180.3 ± 6.69 cm; body weight: 80.6 ± 9.32 kg) were tested as part of mandatory physical tests. For the examined group of UD students…
The Impact of Military Expenditures on the Indebtedness of the Czech Republic and Lithuania
While several studies have examined the relationship between military expenditures and economic growth, only few studies have focused on the nexus between these expenditures and indebtedness. The authors have been focused on the analysis of the impact of military expenditures on the indebtedness of the Czech Republic and Lithuania over the period 1999-2022. The aim of the paper is to investigate whether the increase in military expenditures has a…
Analysis of Traffic Accidents with the Deployment of the Fire Rescue Service in the Regions of the Czech Republic
Traffic accidents are an ongoing safety issue. The aim of this paper is to use a statistical apparatus to describe and model the random variable that is the daily number of accidents. The data on traffic accidents come from the database of the Fire Rescue Service of the Czech Republic from 2012–2021 and are described by time and location data. Analysis of variance for a random variable with a Poisson probability distribution was used in the model…
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 …
Psychology (3 works) · Aeronautics (2 works) · Business (2 works) · Computer Science (2 works) · Czech (2 works) · Defense, Military, and Policy Studies (2 works) · Engineering (2 works) · Forensic engineering (2 works) · Philosophy (2 works) · 2019-20 coronavirus outbreak (1 work)