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cs.LG2025
Enhancing Credit Risk Prediction: A Multi-stage Ensemble Pipeline
Haibo Wang, Jun Huang, Lutfu S. Sua +2
Effective credit risk management is fundamental to financial decision-making, requiring robust models to predict default probabilities and classify financial entities. Traditional…
cs.LG2025
Deep Learning in Renewable Energy Forecasting: A Cross-Dataset Evaluation of Temporal and Spatial Models
Lutfu Sua, Haibo Wang, Jun Huang
Unpredictability of renewable energy sources coupled with the complexity of those methods used for various purposes in this area calls for the development of robust methods such as…
cs.LG2025
Renewable Energy Prediction: A Comparative Study of Deep Learning Models for Complex Dataset Analysis
Haibo Wang, Jun Huang, Lutfu Sua +1
The increasing focus on predicting renewable energy production aligns with advancements in deep learning (DL). The inherent variability of renewable sources and the complexity of p…