| # | Authors | Title | Details | Date | Pdf/Links/Bibtex | Keywords |
|---|---|---|---|---|---|---|
| 2 | Ephrem Tibebe Mekonnen; Longo L., Dondio P. | LOMATCE: LOcal Model-Agnostic Time-series Classification Explanations | IEEE Access | 2025 | @ARTICLE{MekonnenLongo2025, author={Mekonnen, Ephrem Tibebe and Longo, Luca and Dondio, Pierpaolo}, journal={IEEE Access}, title={LOMATCE: LOcal Model-Agnostic Time-series Classification Explanations}, year={2025}, volume={}, number={}, pages={1-1}, keywords={Time series analysis;Adaptation models;Explainable AI;Predictive models;Data models;Closed box;Perturbation methods;Computational modeling;Deep learning;Kernel;Explainable Artificial Intelligence;Model-agnostic;Time series;Post hoc;Deep learning;XAI}, doi={10.1109/ACCESS.2025.3625442}} [Close]
| Time series analysis • Adaptation models • Explainable AI • Predictive models • Data models • Closed box • Perturbation methods • Computational modeling • Deep learning • Kernel • Explainable Artificial Intelligence • Model-agnostic • Time series • Post hoc • Deep learning • XAI |
| 1 | Gupta G., Qureshi M.A., Longo L. | A Global Post Hoc XAI Method For Interpreting LSTM Using Deterministic Finite State Automata | The Irish conference on Artificial Intelligence and Cognitive Science | 2025 |
@inproceedings{GuptaLongo2024, title={A Global Post Hoc XAI Method For Interpreting LSTM Using Deterministic Finite State Automata}, author={Gupta G., Qureshi M.A., Longo, L.}, year={2024}, booktitle = { Proceedings of The 32nd Irish Conference on Artificial Intelligence and Cognitive Science (AICS 2024)}, publisher = {CEUR-WS.org}, volume = {3910}, series = {{CEUR} Workshop Proceedings}, pages={26-38} } [Close]
| RNN • interpretability • Explainable AI • LSTM • Deterministic Finite State Automata • k-means clustering • Recurrent Neural Networks |
| # | Authors | Title | Details | Date | Pdf/Links/Bibtex | Keywords |