Nur Wachid Hidayatulloh

From Accuracy to Responsibility: A Systematic Review of Computational Sustainability, Algorithmic Fairness, and Governance in Transformer-Based Text Classification

Background The rapid adoption of Transformer-based architectures such as BERT and RoBERTa has advanced text classification in high-stakes domains, including cyberbullying detection, mental-health screening, and fake-news moderation. However, these advances have increased computat...

From Separation to Synergy: A Systematic Literature Review on Machine Learning–IoT Integration for Disaster Risk Management

Abstract Natural disasters such as earthquakes, floods, landslides, and wildfires continue to increase in frequency and impact globally, necessitating risk management systems that are faster, more accurate, and based on real-time data. Machine Learning (ML) and the Internet of Th...