A deep learning pipeline on mobile-sensor data achieves much lower AQI forecast error than classical baselines on Delhi's AirDelhi dataset, though the headline 79% improvement is overstated due to metric confusion.
Validation of Low - Cost Sensors in Measuring Real - Time PM10 Concentrations at Two Sites in Delhi National Capital Region
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Air in Your Neighborhood: Fine-Grained AQI Forecasting Using Mobile Sensor Data
A deep learning pipeline on mobile-sensor data achieves much lower AQI forecast error than classical baselines on Delhi's AirDelhi dataset, though the headline 79% improvement is overstated due to metric confusion.