Marija Kopanja

According to our database, Marija Kopanja authored at least 7 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

CORTEX: Cost-sensitive rule and tree extraction method.

Marija Kopanja, Milos Savic, Luca Longo

Knowl. Based Syst., 2025

Enhancing Cost-Sensitive Tree-Based XAI Surrogate Method: Exploring Alternative Cost Matrix Formulation.

Marija Kopanja, Milos Savic, Luca Longo

Proceedings of the Joint Proceedings of the xAI 2025 Late-breaking Work, 2025

Integrating ML and XAI with Urban Planning: Air Quality Predictions to Support Traffic Optimization.

Marija Kopanja, Polina Maglevannaia, Marina Carevic Tomic, Nikola Obrenovic

Proceedings of the 2025 9th International Conference on Advances in Artificial Intelligence, 2025

2024

Cost-sensitive tree SHAP for explaining cost-sensitive tree-based models.

Marija Kopanja, Stefan Hacko, Sanja Brdar, Milos Savic

Comput. Intell., June, 2024

A Novel Model-Agnostic xAI Method Guided by Cost-Sensitive Tree Models and Argumentative Decision Graphs.

Marija Kopanja

Proceedings of the Joint Proceedings of the xAI 2024 Late-breaking Work, 2024

Data assimilation of LAI improved crop growth modeling: Comparison between in-situ measurements and satellite estimations.

Marija Kopanja, Gordan Mimic, Hilde Vaessen, Nevena Stevanovic, Nikola Stankovic, Masa Buden, Dragana Blagojevic, Bernardo Maestrini, Natasa Ljubicic, Sanja Brdar, Frits K. van Evert

Proceedings of the Short Paper Proceedings, 2024

2023

Uncovering Decision-making Process of Cost-sensitive Tree-based Classifiers using the Adaptation of TreeSHAP.

Marija Kopanja, Sanja Brdar, Stefan Hacko

Proceedings of the Joint Proceedings of the xAI-2023 Late-breaking Work, 2023