Mesin Referensi

JOURNAL Umuminternational2026

Explainable AI models for short-term renewable energy forecasting under uncertainty

Udit Mamodiya; Indra Kishor; Pankaj Mudholkar; Amer Alqutaesh; Hussein Edrees; Ghada Alradwan · DOAJ Open Access Articles

Reliable short-term PV forecasting is essential to ensure the reliability of energy management based on renewable sources, but the lack of interpretability of deep learning models and the environmental uncertainty still prevent their operation. In this research, an uncertainty-aware transformer framework is proposed which is explainable when forecasting the …

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60%

relevansi

JOURNAL Umuminternational2026

An explainable fairness-aware deep learning framework for credit score classification on imbalanced financial data

Ali Al-Ataby; Waleed Al-Nuaimy · DOAJ Open Access Articles

Deep learning-based credit scoring systems face three interrelated challenges typically addressed in isolation: unavoidable class imbalance, model opacity, and demographic inequalities. This paper proposes the Explainable Fairness-Aware Deep Learning (EFADL) framework, which is a unified end-to-end pipeline designed to mitigate these risks simultaneously. Th…

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32%

relevansi

JOURNAL Umuminternational2026

IFRS adoption and the value relevance of accounting information: A panel data analysis of Egypt's emerging capital market

Gihan M. Ali; Mohamed S. El-deeb; Mohammad Zaid Alaskar · DOAJ Open Access Articles

Reliable short-term PV forecasting is essential to ensure the reliability of energy management based on renewable sources, but the lack of interpretability of deep learning models and the environmental uncertainty still prevent their operation. In this research, an uncertainty-aware transformer framework is proposed which is explainable when forecasting the …

Detail & Rekomendasi Buka Sumber RIS BibTeX

8%

relevansi

Mesin Referensi Akademik

“explainable”

Explainable AI models for short-term renewable energy forecasting under uncertainty

An explainable fairness-aware deep learning framework for credit score classification on imbalanced financial data

IFRS adoption and the value relevance of accounting information: A panel data analysis of Egypt's emerging capital market