2 papers
cs.LG2022
Managing Large Dataset Gaps in Urban Air Quality Prediction: DCU-Insight-AQ at MediaEval 2022
Dinh Viet Cuong, Phuc H. Le-Khac, Adam Stapleton +3
Calculating an Air Quality Index (AQI) typically uses data streams from air quality sensors deployed at fixed locations and the calculation is a real time process. If one or a numb…
cs.LG2022
A Framework for Constructing Machine Learning Models with Feature Set Optimisation for Evapotranspiration Partitioning
Adam Stapleton, Elke Eichelmann, Mark Roantree
A deeper understanding of the drivers of evapotranspiration and the modelling of its constituent parts (evaporation and transpiration) could be of significant importance to the mon…