| # | Authors | Title | Details | Date | Pdf/Links/Bibtex | Keywords |
|---|---|---|---|---|---|---|
| 2 | Kopanja M., Savic M., Longo L. | CORTEX: Cost-Sensitive Rule and Tree Extraction Method | Knowledge-Based Systems | 2025 | 
@article{KOPANJALongo2025, title = {CORTEX: Cost-Sensitive Rule and Tree Extraction Method}, journal = {Knowledge-Based Systems}, pages = {114592}, year = {2025}, issn = {0950-7051}, doi = {https://doi.org/10.1016/j.knosys.2025.114592}, url = {https://www.sciencedirect.com/science/article/pii/S0950705125016314}, } [Close]
| Explainable artificial intelligence •
Rule-based methods •
Tree-based methods •
Cost-sensitive decision tree •
Rule extraction •
Surrogate models |
| 1 | Kopanja M., Savic M., Longo L | Enhancing Cost-Sensitive Tree-Based XAI Surrogate Method: Exploring Alternative Cost Matrix Formulation | Joint Proceedings of the xAI 2025 Late-breaking Work, Demos and Doctoral Consortium co-located with the 3rd World Conference on eXplainable Artificial Intelligence (xAI 2025) | 2025 | 
@inproceedings{, title={Enhancing Cost-Sensitive Tree-Based XAI Surrogate Method: Exploring Alternative Cost Matrix Formulation}, author={Kopanja, Marija and Savi?, Miloš and Longo, Luca}, year={2025}, booktitle = {Joint Proceedings of the xAI 2025 Late-breaking Work, Demos and Doctoral Consortium co-located with the 3rd World Conference on eXplainable Artificial Intelligence (xAI 2025), Istanbul, Turkey, 9-11 July, 2025}, publisher = {CEUR-WS.org}, volume = {4017}, series = {{CEUR} Workshop Proceedings}, editor = {Przemys?aw Biecek, Slawomir Nowaczyk, Gitta Kutyniok, Luca Longo}, pages={129-136}, url={https://ceur-ws.org/Vol-4017/paper_17.pdf} } [Close]
| Explainable artificial intelligence • Cost-sensitive decision tree • Surrogate modeling • Rule extraction • Tree-based
methods • Model-agnostic explanations • Rule-based systems • Interpretability • Machine Learning. |
| # | Authors | Title | Details | Date | Pdf/Links/Bibtex | Keywords |