Oskar Marko

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 10

Top Topics

Convolutional Neural Networks

Genetic Operators

Machine Learning Models

Big Data Analytics

Top Venues

GECCO (Companion)

Comput. Electron. Agric.

J. Cloud Comput.

Publications

Milos Pandzic, Dejan Pavlovic, Predrag Matavulj, Sanja Brdar, Oskar Marko, Vladimir S. Crnojevic, Milan Kilibarda
Interseasonal transfer learning for crop mapping using Sentinel-1 data. Int. J. Appl. Earth Obs. Geoinformation 128 (2024)
Branislav Pejak, Predrag Lugonja, Aleksandar Antic, Marko Panic, Milos Pandzic, Emmanouil Alexakis, Philip Mavrepis, Naweiluo Zhou, Oskar Marko, Vladimir S. Crnojevic
Soya Yield Prediction on a Within-Field Scale Using Machine Learning Models Trained on Sentinel-2 and Soil Data. Remote. Sens. 14 (9) (2022)
Dimitrije Stefanovic, Aleksandar Antic, Marko Otlokan, Bojana Ivosevic, Oskar Marko, Vladimir S. Crnojevic, Marko Panic
Blueberry Row Detection Based on UAV Images for Inferring the Allowed UGV Path in the Field. ROBOT (2) (2022)
Dejan Pavlovic, Mikolaj Czerkawski, Christopher Davison, Oskar Marko, W. Craig Michie, Robert C. Atkinson, Vladimir S. Crnojevic, Ivan Andonovic, Vladimir Rajovic, Goran Kvascev, Christos Tachtatzis
Behavioural Classification of Cattle Using Neck-Mounted Accelerometer-Equipped Collars. Sensors 22 (6) (2022)
Dejan Pavlovic, Chris Davison, Andrew W. Hamilton, Oskar Marko, Robert C. Atkinson, W. Craig Michie, Vladimir S. Crnojevic, Ivan Andonovic, Xavier J. A. Bellekens, Christos Tachtatzis
Classification of Cattle Behaviours Using Neck-Mounted Accelerometer-Equipped Collars and Convolutional Neural Networks. Sensors 21 (12) (2021)
Naweiluo Zhou, Yiannis Georgiou, Marcin Pospieszny, Li Zhong, Huan Zhou, Christoph Niethammer, Branislav Pejak, Oskar Marko, Dennis Hoppe
Container orchestration on HPC systems through Kubernetes. J. Cloud Comput. 10 (1) (2021)
Konstantinos Perakis, Fenareti Lampathaki, Konstantinos Nikas, Yiannis Georgiou, Oskar Marko, Jarissa Maselyne
CYBELE - Fostering precision agriculture & livestock farming through secure access to large-scale HPC enabled virtual industrial experimentation environments fostering scalable big data analytics. Comput. Networks 168 (2020)
Oskar Marko, Dejan Pavlovic, Vladimir S. Crnojevic, Kalyanmoy Deb
Optimisation of crop configuration using NSGA-III with categorical genetic operators. GECCO (Companion) (2019)
Zeljana Grbovic, Marko Panic, Oskar Marko, Sanja Brdar, Vladimir S. Crnojevic
Wheat Ear Detection in RGB : and Thermal Images Using Deep Neural Networks. MLDM (2) (2019)
Oskar Marko, Sanja Brdar, Marko Panic, Predrag Lugonja, Vladimir S. Crnojevic
Soybean varieties portfolio optimisation based on yield prediction. Comput. Electron. Agric. 127 (2016)