IoTDataset Research Hub
IoT Insights & Analysis
Deep dives into datasets, methodologies, and the future of connected technology.
Dataset Analysis Articles
2 results
Dataset Analysis
Sep 14
Urban Acoustic Sensing with IoT-AED: A Dataset Analysis for Public Spaces
An evidence-based analysis of IoT-AED for urban acoustic research, examining 6,400 audio clips, class balance, file structure, evaluation limits, licence questions and a public-space monitoring example.
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Dataset Analysis
Aug 01
Inside a Physics-Based Synthetic Smart City Dataset: A Reproducible Baseline Analysis
An evidence-based analysis of the 1,000-row IoTSyn v4.4.0 smart-city baseline, covering UTCI heat stress, LAeq noise, air quality, occupancy, risk aggregation, validation warnings, reproducibility, and appropriate research uses.
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