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Oskar Marko
Oskar Marko
BioSense Institute | University of Novi Sad
Verified email at biosense.rs
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Year
CYBELE–Fostering precision agriculture & livestock farming through secure access to large-scale HPC enabled virtual industrial experimentation environments fostering scalable …
K Perakis, F Lampathaki, K Nikas, Y Georgiou, O Marko, J Maselyne
Computer Networks 168, 107035, 2020
592020
Container orchestration on HPC systems through Kubernetes
N Zhou, Y Georgiou, M Pospieszny, L Zhong, H Zhou, C Niethammer, ...
Journal of Cloud Computing 10, 1-14, 2021
542021
Classification of cattle behaviours using neck-mounted accelerometer-equipped collars and convolutional neural networks
D Pavlovic, C Davison, A Hamilton, O Marko, R Atkinson, C Michie, ...
Sensors 21 (12), 4050, 2021
332021
Soybean varieties portfolio optimisation based on yield prediction
O Marko, S Brdar, M Panic, P Lugonja, V Crnojevic
Computers and Electronics in Agriculture 127, 467-474, 2016
332016
Regional soil moisture prediction system based on Long Short-Term Memory network
N Filipović, S Brdar, G Mimić, O Marko, V Crnojević
Biosystems engineering 213, 30-38, 2022
302022
High temporal resolution of airborne Ambrosia pollen measurements above the source reveals emission characteristics
B Šikoparija, G Mimić, M Panić, O Marko, P Radišić, T Pejak-Šikoparija, ...
Atmospheric environment 192, 13-23, 2018
292018
Portfolio optimization for seed selection in diverse weather scenarios
O Marko, S Brdar, M Panić, I Šašić, D Despotović, M Knežević, ...
PloS one 12 (9), e0184198, 2017
262017
Phytophagous hoverflies (Diptera: Syrphidae) as indicators of changing landscapes
S Popov, M Miličić, I Diti, O Marko, D Sommaggio, Z Markov, A Vujić
Community Ecology 18 (3), 287-294, 2017
232017
How to prepare a pollen calendar for forecasting daily pollen concentrations of Ambrosia, Betula and Poaceae?
B Šikoparija, O Marko, M Panić, D Jakovetić, P Radišić
Aerobiologia 34, 203-217, 2018
222018
Behavioural classification of cattle using neck-mounted accelerometer-equipped collars
D Pavlovic, M Czerkawski, C Davison, O Marko, C Michie, R Atkinson, ...
Sensors 22 (6), 2323, 2022
152022
Wheat ear detection in RGB and thermal images using deep neural networks
Z Grbovic, M Panic, O Marko, S Brdar, V Crnojevic
environments 11 (12), 13, 2019
132019
Animal detection and counting from UAV images using convolutional neural networks
K Rančić, B Blagojević, A Bezdan, B Ivošević, B Tubić, M Vranešević, ...
Drones 7 (3), 179, 2023
102023
Soya yield prediction on a within-field scale using machine learning models trained on Sentinel-2 and soil data
B Pejak, P Lugonja, A Antić, M Panić, M Pandžić, E Alexakis, P Mavrepis, ...
Remote sensing 14 (9), 2256, 2022
92022
engineering Meteorological features to Select Stress tolerant Hybrids in Maize
G Mimić, S Brdar, M Brkić, M Panić, O Marko, V Crnojević
Scientific reports 10 (1), 3421, 2020
82020
Optimisation of crop configuration using NSGA-III with categorical genetic operators
O Marko, D Pavlović, V Crnojević, K Deb
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2019
42019
Cybele:: A hybrid architecture of hpc and big data for ai applications in agriculture
N Zhou, L Zhong, D Hoppe, B Pejak, O Marko, J Cardona, M Czerkawski, ...
HPC, Big Data, and AI Convergence Towards Exascale, 255-272, 2022
22022
Estimation of aboveground biomass and grain yield of winter wheat using NDVI measurements
N Ljubičić, M Kostić, M Oskar, M Panić, S Brdar, P Lugonja, M Knežević, ...
Book of Proceedings, 9th International Scientific Agriculture Symposium …, 2018
22018
Blueberry row detection based on uav images for inferring the allowed ugv path in the field
D Stefanović, A Antić, M Otlokan, B Ivošević, O Marko, V Crnojević, ...
Iberian Robotics conference, 401-411, 2022
12022
Classification of cattle behaviour using convolutional neural networks
D Pavlovic, C Tachtatzis, A Hamilton, O Marko, R Atkinson, C Davison, ...
European Federation of Animal Science (EAAP) Annual Meeting, 2020
12020
Interseasonal transfer learning for crop mapping using Sentinel-1 data
M Pandžić, D Pavlović, P Matavulj, S Brdar, O Marko, V Crnojević, ...
International Journal of Applied Earth Observation and Geoinformation 128 …, 2024
2024
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