| # | Authors | Title | Details | Date | Pdf/Links/Bibtex | Keywords |
|---|---|---|---|---|---|---|
| 3 | Attanasio C., Vilone G, Holzinger A., Longo L. | Human-Centred Evaluation of an Interactive User Interface for Surrogate Decision Trees via Psychometrics | International Journal of Human–Computer Interaction | 2026 | 
@article{AttanasioLongo2026, author = {Carmine Attanasio and Giulia Vilone and Andreas Holzinger and Luca Longo}, title = {Human-Centred Evaluation of an Interactive User Interface for Surrogate Decision Trees via Psychometrics}, journal = {International Journal of Human–Computer Interaction}, volume = {0}, number = {0}, pages = {1--21}, year = {2026}, publisher = {Taylor \& Francis}, doi = {10.1080/10447318.2026.2675436}, URL = {https://www.tandfonline.com/doi/abs/10.1080/10447318.2026.2675436} } [Close]
| Human-centred evaluation • explainable artificial intelligence • psychometrics • neural networks • interactive explanations |
| 2 | 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 |
| 1 | Longo L., Reilly R.B. | onEEGwaveLAD: A fully automated online EEG wavelet-based learning adaptive denoiser for artefacts identification and mitigation | Plos One | 2025 | 
@article{10.1371/journal.pone.0313076, doi = {10.1371/journal.pone.0313076}, author = {Longo, Luca AND Reilly, Richard B.}, journal = {PLOS ONE}, publisher = {Public Library of Science}, title = {onEEGwaveLAD: A fully automated online EEG wavelet-based learning adaptive denoiser for artefacts identification and mitigation}, year = {2025}, month = {01}, volume = {20}, url = {https://doi.org/10.1371/journal.pone.0313076}, pages = {1-25}, number = {1}, } [Close]
| Electroencephalography • Isolation Forests • Computational pipelines • Trees • Probability distribution • Time domain analysis • Wavelet transforms • Denoiser • Artefacts • Signal processing |
| # | Authors | Title | Details | Date | Pdf/Links/Bibtex | Keywords |