2 citations
2 papers
stat.ML2026
Surrogate Modeling for Explainable Predictive Time Series Corrections
Alfredo Lopez, Florian Sobieczky
We introduce a local surrogate approach for explainable time-series forecasting. An initially non-interpretable predictive model to improve the forecast of a classical time-series…
cs.MA2026★ 2 cited
An Explanation-oriented Inquiry Dialogue Game for Expert Collaborative Recommendations
Qurat-ul-ain Shaheen, Katarzyna Budzynska, Carles Sierra
This work presents a requirement analysis for collaborative dialogues among medical experts and an inquiry dialogue game based on this analysis for incorporating explainability int…