Rafet Aktaş

Fuzzy Gradient-Based Assessment forRobustForecastingin UncertainEnvironments

2026 · Journal of Intelligent & Fuzzy Systems

Accurate forecasting in noisy, non-stationary settings often forces a trade-off between performance and interpretability. We propose Fuzzy Gradient-Based Assessment (FGBA), which treats fuzzy membership degrees as an interpretable basis and learns a gradient-weighted aggregation over …