| # | Authors | Title | Details | Date | Pdf/Links/Bibtex | Keywords |
|---|---|---|---|---|---|---|
| 3 | Ceschin M., Arrighi L., Longo L., Barbon Junior S. | Extending Decision Predicate Graphs for Comprehensive Explanation of Isolation Forest | eXplainable Artificial Intelligence, The World Conference (xAI-2025) | 2025 |  
@InProceedings{CeschinLongo2025, author="Ceschin, Matteo and Arrighi, Leonardo and Longo, Luca and Barbon Junior, Sylvio", editor="Guidotti, Riccardo and Schmid, Ute and Longo, Luca", title="Extending Decision Predicate Graphs for Comprehensive Explanation of Isolation Forest", booktitle="Explainable Artificial Intelligence", year="2026", publisher="Springer Nature Switzerland", address="Cham", pages="271--293", isbn="978-3-032-08324-1" } [Close]
| Ensemble Learning • Outliers • Explainable Artificial Intelligence • Interpretability • Anomalies • Tree-based Ensemble Model |
| 2 | Longo L., Reilly R. | Instantiating the onEEGwaveLAD Framework for Real-Time Muscle Artefact Identification and Mitigation in EEG Signals | Sensors | 2025 | 
@Article{s25165018, AUTHOR = {Longo, Luca and Reilly, Richard}, TITLE = {Instantiating the onEEGwaveLAD Framework for Real-Time Muscle Artefact Identification and Mitigation in EEG Signals}, JOURNAL = {Sensors}, VOLUME = {25}, YEAR = {2025}, NUMBER = {16}, ARTICLE-NUMBER = {5018}, URL = {https://www.mdpi.com/1424-8220/25/16/5018}, ISSN = {1424-8220}, DOI = {10.3390/s25165018} } [Close]
| electroencephalography • muscle artefacts • real-time denoiser • discrete wavelet transform • Isolation Forest • machine learning • signal processing and restoration • sliding moving buffer |
| 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 |