Author

Nur Wachid Hidayatulloh

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Review Open access Oct 2026

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 computational demands and raised concerns regard...

Rehan Nur Setiawan, Nur Wachid Hidayatulloh, Vicky Enjellino Osvaldo Effendi Doko et al. · F1000Research · 0 citations

Review Open access Sep 2026

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 Things (IoT) are widely used to support di...

Nur Wachid Hidayatulloh, Harliyan Tri Mardian, Musdalifah Musdalifah et al. · F1000Research · 0 citations

Open access Aug 2026

A Socio-Technical Assessment of Information Security Management Using KAMI Index, ISO/IEC 27001:2022, and User Awareness

A gap is revealed between the two subsystems of the ISMS: the technical subsystem shows high overall readiness but is not fully optimal, with weaker domain in Personal Data Protection (level II) and the social subsystem for user awareness shows less than optimal according to user interviews.

Nur Wachid Hidayatulloh, D. Nugraheni, O. D. Nurhayati · Journal of Information Syste... · 0 citations