| # | Authors | Title | Details | Date | Pdf/Links/Bibtex | Keywords |
|---|---|---|---|---|---|---|
| 3 | 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 |
| 2 | Longo L., Berretta S., Verda D., Rizzo L. | Computational argumentation and automatic rule-generation for explainable data-driven modeling | IEEE Access | 2025 |
@ARTICLE{Longo2025IEEEAccess, author={Longo, Luca and Berretta, Serena and Verda, Damiano and Rizzo, Lucas}, journal={IEEE Access}, title={Computational argumentation and automatic rule-generation for explainable data-driven modeling}, year={2025}, volume={}, number={}, pages={1-1}, doi={10.1109/ACCESS.2025.3618992}} [Close]
| Rule-base systems • Explainable Artificial Intelligence • Logic Learning Machine • Non-monotonic reasoning • Defeasible Reasoning • Explainability • Computational argumentation • Argumentation semantics • Explainability |
| 1 | Rizzo L., Verda D., Berretta S., Longo L. | A Novel Integration of Data-Driven Rule Generation and Computational Argumentation for Enhanced Explainable AI | Machine Learning and Knowledge Extraction | 2024 | 
@Article{LongoRizzo2024, AUTHOR = {Rizzo, Lucas and Verda, Damiano and Berretta, Serena and Longo, Luca}, TITLE = {A Novel Integration of Data-Driven Rule Generation and Computational Argumentation for Enhanced Explainable AI}, JOURNAL = {Machine Learning and Knowledge Extraction}, VOLUME = {6}, YEAR = {2024}, NUMBER = {3}, PAGES = {2049--2073}, URL = {https://www.mdpi.com/2504-4990/6/3/101}, ISSN = {2504-4990}, DOI = {10.3390/make6030101} } [Close]
| rule-base AI • explainable artificial intelligence • computational argumentation • defeasible reasoning • Artificial Intelligence |
| # | Authors | Title | Details | Date | Pdf/Links/Bibtex | Keywords |