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A. Handayani

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Open access Aug 2026

Development of an IoT-Based Real-Time Water Level Monitoring System for Flood Observation

Flooding remains a significant urban hazard because rising river levels can disrupt mobility, public activities, infrastructure, and environmental conditions. Continuous water-level observation is therefore needed to provide timely operational information in flood-prone urban tributaries. This study aims to develop and...

Dimas Putra Ramadhan, A. Handayani, Sopian Soim et al. · 0 citations
Open access Aug 2026

Network Attack Classification Using Random Forest and XGBoost Algorithms on UNSW-NB15 Dataset

The increasing frequency and sophistication of cyber threats have highlighted the need for effective Intrusion Detection Systems (IDS) capable of accurately identifying malicious network traffic. Traditional rule-based frameworks often face limitations in detecting previously unseen attacks and handling high-dimensiona...

Jennifer Adelia Putri, A. Taqwa, A. Handayani · 0 citations

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