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Graph-Based Optimisation of Network Expansion in a Dockless Bike Sharing System
The Louvain algorithm, a community detection technique, is employed to uncover usage patterns at different levels of temporal granularity.
Managing Large Dataset Gaps in Urban Air Quality Prediction: DCU-Insight-AQ at MediaEval 2022
In this work we focus on gap filling in air quality data where the task is to predict the AQI at 1, 5 and 7 days into the future.
A Framework for Constructing Machine Learning Models with Feature Set Optimisation for Evapotranspiration Partitioning
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 monitoring and management of water resources globally over the coming decades.
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