| 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 | 81 | 2021 |
| 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 | 75 | 2020 |
| 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 | 53 | 2021 |
| 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 | 47 | 2022 |
| 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 | 46 | 2016 |
| 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 | 37 | 2018 |
| 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 | 28 | 2018 |
| 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 | 28 | 2017 |
| 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 | 27 | 2023 |
| 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, 287-294, 2017 | 27 | 2017 |
| 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 | 20 | 2022 |
| 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 | 18 | 2022 |
| 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 | 17 | 2019 |
| 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 | 10 | 2020 |
| 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 | 7 | 2024 |
| 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 | 7 | 2019 |
| 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 | 6 | 2022 |
| 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 | 4 | 2018 |
| 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 | 2 | 2022 |
| Enhancing machine learning crop classification models through sam-based field delineation based on satellite imagery V Kovačević, B Pejak, O Marko 2024 12th International Conference on Agro-Geoinformatics (Agro …, 2024 | 1 | 2024 |
Vladimir CrnojevicBioSense InstituteVerified email at biosense.rs