Spatiotemporal Air Quality Inference of Low-Cost Sensor Data: Evidence from Multiple Sensor Testbeds J Hofman, T Do Huu, X Qin, ER Bonet, W Philips, N Deligiannis, ... Environmental Modelling and Software, 2022 | 21 | 2022 |
Fine-Grained Urban Air Quality Mapping from Sparse Mobile Air Pollution Measurements and Dense Traffic Density X Qin, TH Do, J Hofman, ER Bonet, VP La Manna, N Deligiannis, ... Remote Sensing 14 (11), 2613, 2022 | 6 | 2022 |
Temporal Collaborative Filtering with Graph Convolutional Neural Networks ER Bonet, DM Nguyen, N Deligiannis 2020 25th International Conference on Pattern Recognition (ICPR), 4736-4742, 2021 | 6 | 2021 |
Explaining Graph Neural Networks With Topology-Aware Node Selection: Application in Air Quality Inference ER Bonet, TH Do, X Qin, J Hofman, VP La Manna, W Philips, ... IEEE Transactions on Signal and Information Processing over Networks 8, 499-513, 2022 | 5 | 2022 |
Conditional Variational Graph Autoencoder for Air Pollution Forecasting ER Bonet, T Do Huu, X Qin, J Hofman, VP La Manna, W Philips, ... EUSIPCO 2022, 2022 | 2* | 2022 |
Combining mobile air quality sensor data and machine learning for more fine-grained air quality assessments in urban areas J Hofman, M Nikolaou, T Do Huu, X Qin, ER Bonet, W Philips, ... Meteorology and Climate Modeling for Air Quality Conference, 1-1, 2021 | | 2021 |
Deep-Learning-based Hyperlocal Air Quality Monitoring for Smart Cities T Do Huu, ER Bonet, X Qin, J Hofman, M Nikolaou, VP La Manna, ... 10th International Congress on Environmental Modelling and Software (iEMSs 2020), 2020 | | 2020 |