G. Jamnal

TRuE-XAI: causal and explainable ai framework for trustworthy corporate earnings growth forecasting

This study proposes TRuE-XAI (Transparent, Rule-based, and Explainable Artificial Intelligence), an integrated framework combining imbalance-aware ensemble learning, automated hyperparameter optimization, rule-based explainability, visual analytics, and causal inference for transparent earnings-growth forecasting.