2 papers
cs.LG2025
Lightweight ML-Based Air Quality Prediction for IoT and Embedded Applications
Md. Sad Abdullah Sami, Mushfiquzzaman Abid
This study investigates the effectiveness and efficiency of two variants of the XGBoost regression model, the full-capacity and lightweight (tiny) versions, for predicting the conc…
cs.LG2025
Unsupervised Anomaly Detection for Smart IoT Devices: Performance and Resource Comparison
Md. Sad Abdullah Sami, Mushfiquzzaman Abid
The rapid expansion of Internet of Things (IoT) deployments across diverse sectors has significantly enhanced operational efficiency, yet concurrently elevated cybersecurity vulner…