To support my research at University of Zilina, Slovakia (2019 - ...), I was PI/member of following grants:
The use of mathematical models and machine learning optimization algorithms in transport and economic applications.
Funding agency: Faculty Research Grant
Project number: 3/FPEDAS/2024
Funding amount: 5 000 EUR
Role: Principal Investigator
Duration: October 2024-September 2025
Predicting customer churn using machine learning techniques
Funding agency: Slovak Grant Agency for Science (VEGA)
Project number: 1/0509/24
Funding amount: 20 350 EUR
Role: Member
Duration: January 2024-December 2026
Innovative Solutions for Propulsion, Power and Safety Components of Transport Vehicles
Funding agency: Operational Programme Integrated Infrastructure 2014 - 2020 co-financed by the European Regional Development Fund
Project number: code ITMS: 313011V334
Funding amount: 14 millions EUR (for 46 months)
Role: Member (FTE 0.5)
Duration: December 2022-May 2023
Optimization of acquiring knowledge from transactional databases by using sequential algorithms to predict consumer buying behavior
Funding agency: Faculty Research Grant
Project number: 2/KKMHI/2022
Funding amount: 4 400 EUR
Role: Principal Investigator
Duration: October 2022-September 2023
The use of machine learning to improve the accuracy of short-term forecasts of selected meteorological parameters
Funding agency: Research Grant of University of Zilina for young researchers under 35
Project number: call 1/2021. (project no. 12766)
Funding amount: 1 050 EUR
Role: Principal Investigator
Duration: October 2021-August 2022
ECMWF Weather Forecast Enhancement Proposal by Deep Neural Network
Funding agency: Slovak Grant Agency for Science (VEGA)
Project number: 1/0157/21
Funding amount: 8 450 EUR
Role: Principal Investigator
Duration: January 2021-December 2022
Design of a hybrid method for evaluating quality of IPTV using a neural network
Funding agency: Faculty Research Grant
Project number: 3/KKMHI/2020
Funding amount: 6 000 EUR
Role: Principal Investigator
Duration: October 2020-September 2021
Quality of triple play evaluation using of artificial intelligence
Funding agency: Research Grant of University of Zilina for young researchers under 35
Project number: call 1/2020. (project no. 7962)
Funding amount: 1 050 EUR
Role: Principal Investigator
Duration: September 2020-August 2021
Identification and possibilities of implementation of new technological measures in transport to achieve safe mobility during a pandemic caused by COVID-19
Funding agency: Operational Program Integrated Infrastructure co-financed by the European Regional Development Fund
Project number: NFP313010AUX5 (call: OPII-VA/DP/2020/9.2-01)
Funding amount: 1.9 million EUR
Role: Member (planned total working hours: 2 000)
Duration: February 2021-June 2023
Predicting financial difficulties of companies using of selected data mining methods
Funding agency: Faculty Research Grant
Project number: 11/PEDAS/2019
Funding amount: 4 200 EUR
Role: Member
Duration: June 2019-September 2020
During my graduate studies (and postdoc researcher position) at VŠB-Technical universtity of Ostrava, Czechia (2013-2018 and 2022-2024), I was a member of several projects:
Research of the influence of the surrounding environment on the properties of the radio channel and development of new approaches to the evaluation of the quality of service (QoS) of multimedia in the 4G network
Funding agency: Faculty Research Grant
Project number: SP2013/94
Funding amount: 27 000 EUR
Role: Member
Duration: January 2013-December 2013
Application tool for prediction and implementation of QoS in IP based network
Funding agency: Huawei Czech Republic and Technical university of Ostrava
Funding amount: 2 300 EUR
Role: Member
Duration: November 2014-October 2015
Support of VŠB-Technical university of Ostrava activities with China with financial support from the Moravian-Silesian Region
Funding agency: Moravian-Silesian Region, Czechia
Project number: MK4005611
Project outputs: 2x 3 weeks fellowship at Harbin Institute of Technology (Shenzhen - China), 2 published papers in WoS
Role: Member
Duration: January 2015-July 2016
Development, security and scalability of cloud services in the area of digital transformation
Funding agency: Ministry of Industry and Trade, Czechia
Project number: CZ.01.1.02/0.0/0.0/20_321/0024591
Project outputs: Partnership with company Y Soft Print Management Solutions, exeperimental development
Role: Member (FTE 0.5)
Duration: August 2022-April 2023
Research Excellence For Region Sustainability and High-tech Industries
Funding agency: Operational Programme Just Transition Fund
Project number: CZ.10.03.01/00/22_003/0000048
Role: Member (FTE 0.4)
Duration: June 2023-April 2024
