Dejan Ljubobratović

Znanstveni radovi

2022

Assessment of Various Machine Learning Models for Peach Maturity Prediction Using Non-Destructive Sensor Data
Ljubobratović, Dejan; Vuković, Marko; Brkić Bakarić, Marija; Jemrić, Tomislav; Matetić, Maja
Sensors, 22 (2022), 15; 5791, 19 doi:10.3390/s22155791 (međunarodna recenzija, članak, znanstveni)

2021

Utilization of Explainable Machine Learning Algorithms for Determination of Important Features in ‘Suncrest’ Peach Maturity Prediction
Ljubobratović, Dejan; Vuković, Marko; Brkić Bakarić, Marija; Jemrić, Tomislav; Matetić, Maja
Electronics, 10 (2021), 24; 3115, 18 doi:10.3390/electronics10243115 (međunarodna recenzija, članak, znanstveni)

2020

Predicting Peach Fruit Ripeness Using Explainable Machine Learning
Ljubobratovic, Dejan; Guoxiang, Zhang; Brkic Bakaric, Marija; Jemric, Tomislav; Matetic, Maja
Proceedings of the 31st International DAAAM Symposium "Intelligent Manufacturing & Automation", Mostar, BiH
DAAAM International Vienna, 2020. str. 0717-0723 doi:10.2507/31st.daaam.proceedings.099 (demonstracija, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)

2019

Using LMS Activity Logs to Predict Student Failure with Random Forest Algorithm
Ljubobratović, Dejan; Matetić, Maja Proceedings of the 7th International ConferenceThe Future of Information Sciences (INFuture 2019), Zagreb, 21-22- November 2019, Zagreb
Faculty of Humanities and Social Sciences, Department of Information Sciences, 2019. str. 113-119 doi:10.17234/INFUTURE.2019.14 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)

2011

Agilni razvoj programskih proizvoda
Velić, Marko; Padavić, Ivan; Ljubobratović, Dejan
INFOTEH-JAHORINA Vol. 10, Jahorina, Bosna i Hercegovina, 2011. (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), stručni)