Researchers

Results 21-40 of 152
Issue DateTitleAuthor(s)TypeМp-cat.
2024Data assimilation of LAI improved crop growth modeling: Comparison between in-situ measurements and satellite estimationsKopanja, Marija  ; Mimić, Gordan  ; Vaessen, Hilde; Stevanović, Nevena  ; Stanković, Nikola  ; Buđen, Maša  ; Blagojević, Dragana  ; Maestrini, Bernardo; Ljubičić, Nataša  ; Brdar, Sanja  ;
van Evert, Frits;
Conference Paper
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2024Casing soil as a possible source of green mold contamination in champignon cultivationŠašić Zorić, Ljiljana  ; Janjušević, Ljiljana  ; Đisalov, Mila  ; Simeon, Andrea  ; Brdar, Sanja  ; Knežić, Teodora  ; Gadjanski, Ivana  Conference Paper
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2024Influence of spatial region selection on infection sensitivity prediction of tomato calyx using hyperspectral imagingFilipović, Vladan  ; Grbović, Željana  ; Chauhan, Aneesh; de Villiers, Hendrik; Panić, Marko  ; Brdar, Sanja  Conference Paper
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2024A novel approach to the continuous planting and harvest schedulingLalić, Maksim  ; Obrenović, Nikola  ; Mimić, Gordan  ; Marković, Miljana  ; Marko, Oskar  ; Brdar, Sanja  ; Crnojević, Vladimir  ; Luković, Ivan  Conference Paper
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2024Analysing Crop Yield Patterns on the Arable Land Using XAIKopanja, Marija  ; Blagojević, Dragana  ; Pejak, Branislav  ; Brdar, Sanja  ; Maestrini, BernardoConference Paper
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2024SHAP-guided Explanations for the Machine Learning Classification of Irrigated Fields Using Satellite ImageryKopanja, Marija  ; Pejak, Branislav  ; Radulović, Mirjana  ; Brdar, Sanja  Conference Paper
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2024Cost-sensitive tree SHAP for explaining cost-sensitive tree-based modelsKopanja, Marija  ; Hačko, Stefan  ; Brdar, Sanja  ; Savić, Miloš  Article
22M22
2024Test of a New Rapid-e+ Air Flow Cytometer for Automatic Monitoring in Aerobiological NetworkŠikoparija, Branko  ; Matavulj, Predrag; Simović, Isidora  ; Radišić, Predrag  ; Brdar, Sanja  ; Minić, Vladan  ; Tešendić, Danijela  ; Kadantsev, Evgeny; Palamarchuk, Julia; Sofiev, MikhailConference Paper
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2024Investigating spectral imaging for predicting tomato sepal sensitivity of recently harvested tomatoes to fungal infectionsde Villiers, H.A.C.; Chauhan, A.; Hogeveen-van Echtelt, E.; Mensink, M.; Grbović, Željana  ; Stefanović, Dimitrije  ; Panić, Marko  ; Brdar, Sanja  Conference Paper
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2024Multi-class boosting for the analysis of multiple incomplete views on microbiome dataSimeon, Andrea  ; Radovanović, Miloš  ; Lončar-Turukalo, Tatjana  ; Ceci, Michelangelo; Brdar, Sanja  ; Pio, GianvitoArticle
21M21
2024Setting-up a field experiment to collect data for the digital twin of crop growthStevanović, Nevena  ; Stanković, Nikola  ; Buđen, Maša  ; Kopanja, Marija  ; Mimić, Gordan  ; Pajić, Miloš  ; Ljubičić, Nataša  ; Brdar, Sanja  ; Vaessen, Hilde; Maestrini, Bernardo;
van, Evert Frits;
Conference Paper
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2024Analysis of tomato sepal fungal infection using hyperspectral imaging and deep learningFilipović, Vladan  ; Grbović, Željana  ; Chauhan, Aneesh; de Villiers, Hendrik; Panić, Marko  ; Brdar, Sanja  Conference Paper
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2024Avocado stem-end rot detection using hyperspectral imagingChauhan, A.; de Villiers, H.A.C.; Meesters, L.; Paillart, M.J.M.; Grbović, Željana  ; Panić, Marko  ; Brdar, Sanja  Conference Paper
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2024Classification accuracy and compatibility across devices of a new Rapid-E+ flow cytometerŠikoparija, Branko  ; Matavulj, Predrag ; Simović, Isidora  ; Radišić, Predrag  ; Brdar, Sanja  ; Minić, Vladan  ; Tešendić, Danijela  ; Kadantsev, Evgeny; Palamarchuk, Julia; Sofiev, MikhailArticle
21M21
2023Softversko rešenje za navodnjavanje različitih kultura bazirano na algoritmima mašinskog učenja primenjenim na meteo, pedološkim podacima i očitavanjima sa senzoraPavlović, Dejan  ; Pajević, Nina  ; Panić, Marko  ; Brdar, Sanja  ; Pandžić, Miloš  ; Crnojević, Vladimir  ; Marko, Oskar  Technical reports
82documentMNO za elektrotehniku, telekomunikacije i informacione tehnologije (23.10.2023.)
M82
2023Farming System Archetypes for each CSLangerwisch, Fanny; Václavík, Tomáš; Bednář, Marek; Ziv, Guy; Gunning, Jodi; Gosal, Arjan; Paulus, Anne; Brdar, Sanja  ; Lugonja, Predrag  ; Stojković, Stefanija  ;
Roilo, Stephanie; Cord, Anna;
Report works
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2023Machine learning-based detection of irrigation in Vojvodina (Serbia) using Sentinel-2 dataRadulović, Mirjana  ; Brdar, Sanja  ; Pejak, Branislav  ; Lugonja, Predrag  ; Athanasiadis, Ioannis; Pajević, Nina  ; Pavić, Dragoslav  ; Crnojević, Vladimir  Article
21aM21a
2023Optimization Algorithms in Precision Agriculture - Selected Use CasesObrenović, Nikola  ; Lalić, Maksim  ; Brdar, Sanja  ; Marko, Oskar  ; Crnojević, Vladimir  Conference Paper
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2023Uncovering Decision-making Process of Cost-sensitive Tree-based Classifiers using the Adaptation of TreeSHAPKopanja, Marija  ; Brdar, Sanja  ; Hačko, Stefan  Conference Paper
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2023Multi-Objective Metaheuristic Solution Approach for the Crop Plant Scheduling ProblemLalić, Maksim  ; Obrenović, Nikola  ; Atac, Selin; Bortolomiol, Stefano; Marko, Oskar  ; Brdar, Sanja  ; Crnojević, Vladimir  ; Luković, Ivan  Conference Paper
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