Results 1-11 of 11
| Issue Date | Title | Author(s) | Type | Мp-cat. |
|---|---|---|---|---|
| 2025 | CORTEX: Cost-sensitive rule and tree extraction method | Kopanja, Marija   ; Savić, Miloš ; Longo, Luca | Article | 21aM21a |
| 2024 | A digital twin for arable crops and for grass | van Evert, Frits; Boersma, Sjoerd; van Oort, Pepijn; Maestrini, Bernardo; Kopanja, Marija ; Mimić, Gordan ; Pronk, Annette | Conference Paper | Mp. category will be shown later |
| 2024 | Setting-up a field experiment to collect data for the digital twin of crop growth | Stevanović, Nevena ; Stanković, Nikola ; Buđen, Maša ; Kopanja, Marija ; Mimić, Gordan ; Pajić, Miloš ; Ljubičić, Nataša ; Brdar, Sanja ; Vaessen, Hilde; Maestrini, Bernardo;
van, Evert Frits;
| Conference Paper | Mp. category will be shown later |
| 2024 | A Novel Model-Agnostic xAI Method Guided by Cost-Sensitive Tree Models and Argumentative Decision Graphs | Kopanja, Marija | Conference Paper | Mp. category will be shown later |
| 2024 | Cost-sensitive tree SHAP for explaining cost-sensitive tree-based models | Kopanja, Marija ; Hačko, Stefan ; Brdar, Sanja ; Savić, Miloš | Article | 22M22 |
| 2024 | SHAP-guided Explanations for the Machine Learning Classification of Irrigated Fields Using Satellite Imagery | Kopanja, Marija ; Pejak, Branislav ; Radulović, Mirjana ; Brdar, Sanja | Conference Paper | Mp. category will be shown later |
| 2024 | Analysing Crop Yield Patterns on the Arable Land Using XAI | Kopanja, Marija ; Blagojević, Dragana ; Pejak, Branislav ; Brdar, Sanja ; Maestrini, Bernardo | Conference Paper | Mp. category will be shown later |
| 2024 | Data assimilation of LAI improved crop growth modeling: Comparison between in-situ measurements and satellite estimations | Kopanja, Marija ; Mimić, Gordan ; Vaessen, Hilde; Stevanović, Nevena ; Stanković, Nikola ; Buđen, Maša ; Blagojević, Dragana ; Maestrini, Bernardo; Ljubičić, Nataša ; Brdar, Sanja ;
van Evert, Frits;
| Conference Paper | Mp. category will be shown later |
| 2024 | Decision support system for crop damage estimation based on waterlogging detection using synergy of remote sensing and machine learning | Pejak, Branislav ; Kopanja, Marija ; Radulović, Mirjana ; Grbović, Željana ; Marko, Oskar | Conference Paper | Mp. category will be shown later |
| 2023 | Uncovering Decision-making Process of Cost-sensitive Tree-based Classifiers using the Adaptation of TreeSHAP | Kopanja, Marija ; Brdar, Sanja ; Hačko, Stefan | Conference Paper | Mp. category will be shown later |
| 2023 | Earth Observation and Machine Learning for estimating the irrigation potential of municipalities in Vojvodina, Serbia | Radulović, Mirjana ; Pejak, Branislav ; Pandžić, Miloš ; Brdar, Sanja ; Athanasiadis, Ioannis; Pajević, Nina ; Kopanja, Marija ; Lugonja, Predrag ; Crnojević, Vladimir | Conference Paper | Mp. category will be shown later |