Personal information

Keywords

financial management; artificial neural networks in business; time series prediction; bankruptcy

Countries

Czech Republic

Activities

Collapse all

Education and qualifications (1)

Institute of Technology and Business: České Budějovice, CZ

2014 to present
Qualification
Source: Self-asserted source
Jaromír Vrbka

Works (9)

Cognitive digital twin-based Internet of Robotic Things, multi-sensory extended reality and simulation modeling technologies, and generative artificial intelligence and cyber–physical manufacturing systems in the immersive industrial metaverse

Equilibrium. Quarterly Journal of Economics and Economic Policy
2024-09-27 | Journal article
DOI: 10.24136/eq.3131
Contributors: George Lazaroiu; Tom Gedeon; Katarina Valaskova; Jaromír Vrbka; Petr Šuleř; Katarina Zvarikova; Katarina Kramarova; Zuzana Rowland; Vojtěch Stehel; Lubica Gajanova et al.
Source: check_circle
Crossref

The influence of world oil prices on the Chinese Yuan exchange rate

Entrepreneurship and Sustainability Issues
2022-06-01 | Journal article
DOI: 10.9770/jesi2022.9.4(24)
Contributors: Jaromír Vrbka; Jakub Horák; Tomáš Krulický
Source: check_circle
Crossref

Analysis of Transportation Companies in the Czech Republic by the Kohonen Networks - Identification of Industry Leaders

Communications - Scientific letters of the University of Zilina
2021-01-04 | Journal article
DOI: 10.26552/com.C.2021.1.A32-A43
Contributors: Jakub Horák; Petr Šuleř; Jaromír Vrbka
Source: check_circle
Crossref

Determining the Increase in a Building’s Appreciation Rate Due to a Reconstruction

Sustainability
2020-09-17 | Journal article
DOI: 10.3390/su12187690
Contributors: Jaromir Vrbka; Tomas Krulicky; Tomas Brabenec; Jan Hejda
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Bankruptcy or Success? The Effective Prediction of a Company’s Financial Development Using LSTM

Sustainability
2020-09-12 | Journal article
DOI: 10.3390/su12187529
Contributors: Marek Vochozka; Jaromir Vrbka; Petr Suler
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

The use of neural networks to determine value based drivers for SMEs operating in the rural areas of the Czech Republic

Oeconomia Copernicana
2020-06-22 | Journal article
DOI: 10.24136/oc.2020.014
Contributors: Jaromír Vrbka
Source: check_circle
Crossref

Support Vector Machine Methods and Artificial Neural Networks Used for the Development of Bankruptcy Prediction Models and their Comparison

Journal of Risk and Financial Management
2020-03 | Journal article | Author
DOI: 10.3390/jrfm13030060
Contributors: Jakub Horák; Jaromír Vrbka; Petr Suler
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

The application of Kohonen networks for identification of leaders in the trade sector in Czechia

Equilibrium. Quarterly Journal of Economics and Economic Policy
2019-12-31 | Journal article
DOI: 10.24136/eq.2019.034
Contributors: Jaromír Vrbka; Elvira Nica; Ivana Podhorská
Source: check_circle
Crossref

Comparison of neural networks and regression time series when predicting the export development from the USA to PRC

2019-05-09 | Conference paper
DOI: 10.3846/cibmee.2019.017
Contributors: Jakub Horák; Petr Šuleř; Jaromír Vrbka
Source: check_circle
Crossref

Peer review (4 reviews for 3 publications/grants)

Review activity for Energies. (1)
Review activity for Risks. (1)
Review activity for Sensors. (2)
How many people are using ORCID?