| # | 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 | Vilone G., Longo L. | Evaluating Argumentation Graphs as Global Explainable Surrogate Models for Dense Neural Networks and Their Comparison with Decision Trees | eXplainable Artificial Intelligence, The World Conference (xAI-2025) | 2025 |  
@InProceedings{ViloneLongo2025, author="Vilone, Giulia and Longo, Luca", editor="Guidotti, Riccardo and Schmid, Ute and Longo, Luca", title="Evaluating Argumentation Graphs as Global Explainable Surrogate Models for Dense Neural Networks and Their Comparison with Decision Trees", booktitle="Explainable Artificial Intelligence", year="2026", publisher="Springer Nature Switzerland", address="Cham", pages="89--112", isbn="978-3-032-08333-3" } [Close]
| Logical Analysis • Graph Theory • Graph Theory in Probability • Machine Learning • Reasoning • Symbolic AI • Explainable AI • Surrogate models • Computational Argumentation • Rule-based systems • Decision-trees • Dense Neural Networks • Deep learning |
| # | Authors | Title | Details | Date | Pdf/Links/Bibtex | Keywords |