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Roman Neruda

Explore the profile of Roman Neruda including associated specialties, affiliations and a list of published articles. Areas
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Articles 8
Citations 8
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Recent Articles
1.
Brom C, Diviak T, Drbohlav J, Korbel V, Levinsky R, Neruda R, et al.
Sci Rep . 2023 Nov; 13(1):19156. PMID: 37932281
Rotations of schoolchildren were considered as a non-pharmacological intervention in the COVID-19 pandemic. This study investigates the impact of different rotation and testing schedules.We built an agent-based model of interactions...
2.
Berec L, Diviak T, Kubena A, Levinsky R, Neruda R, Suchoparova G, et al.
Epidemics . 2023 Mar; 43:100677. PMID: 36989916
Background: Contact tracing is one of the most effective non-pharmaceutical interventions in the COVID-19 pandemic. This study uses a multi-agent model to investigate the impact of four types of contact...
3.
Berec L, Smycka J, Levinsky R, Hromadkova E, Soltes M, Slerka J, et al.
Bull Math Biol . 2022 Jun; 84(8):75. PMID: 35726074
Running across the globe for nearly 2 years, the Covid-19 pandemic keeps demonstrating its strength. Despite a lot of understanding, uncertainty regarding the efficiency of interventions still persists. We developed...
4.
Berec L, Levinsky R, Weiner J, Smid M, Neruda R, Vidnerova P, et al.
Sci Rep . 2022 May; 12(1):7638. PMID: 35538118
Following initial optimism regarding potentially rapid vaccination, delays and shortages in vaccine supplies occurred in many countries during spring 2021. Various strategies to counter this gloomy reality and speed up...
5.
Smycka J, Levinsky R, Hromadkova E, Soltes M, Slerka J, Tucek V, et al.
medRxiv . 2020 Nov; PMID: 33200137
Running across the globe for more than a year, the COVID-19 pandemic keeps demonstrating its strength. Despite a lot of understanding, uncertainty regarding the efficiency of interventions still persists. We...
6.
Vidnerova P, Neruda R
Neural Netw . 2020 May; 127:168-181. PMID: 32361547
This paper deals with the vulnerability of machine learning models to adversarial examples and its implication for robustness and generalization properties. We propose an evolutionary algorithm that can generate adversarial...
7.
Slusny S, Neruda R, Vidnerova P
Neural Netw . 2010 Mar; 23(4):560-7. PMID: 20346859
A comparison of behavior-based and planning approaches of robot control is presented in this paper. We focus on miniature mobile robotic agents with limited sensory abilities. Two reactive control mechanisms...
8.
Kurkova V, Neruda R, Koutnik J
Neural Netw . 2010 Mar; 23(4):465. PMID: 20346857
No abstract available.