| Graph-deep-learning-based inference of fine-grained air quality from mobile IoT sensors TH Do, E Tsiligianni, X Qin, J Hofman, VP La Manna, W Philips, ... IEEE Internet of Things Journal 7 (9), 8943-8955, 2020 | 34 | 2020 |
| Spatiotemporal air quality inference of low-cost sensor data: Evidence from multiple sensor testbeds J Hofman, TH Do, X Qin, ER Bonet, W Philips, N Deligiannis, ... Environmental Modelling & Software 149, 105306, 2022 | 21 | 2022 |
| Mapping air quality in IoT cities: cloud calibration and air quality inference of sensor data J Hofman, ME Nikolaou, TH Do, X Qin, E Rodrigo, W Philips, ... 2020 IEEE SENSORS, 1-4, 2020 | 12 | 2020 |
| Context-based analysis of urban air quality using an opportunistic mobile sensor network X Qin, L Platisa, TH Do, E Tsiligianni, J Hofman, VPL Manna, ... Science and Technologies for Smart Cities: 5th EAI International Summit …, 2020 | 8 | 2020 |
| 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 |
| Street-level Air Quality Inference Based on Geographically Context-aware Random Forest Using Opportunistic Mobile Sensor Network X Qin, TH Do, J Hofman, E Rodrigo, VLM Panzica, N Deligiannis, ... 2021 the 5th International Conference on Innovation in Artificial …, 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 Quality Forecasting ER Bonet, TH Do, X Qin, J Hofman, VP La Manna, W Philips, ... 2022 30th European Signal Processing Conference (EUSIPCO), 1442-1446, 2022 | 2 | 2022 |
| Spatiotemporal Air Quality Inference of Low-Cost Sensor Data; Application on a Cycling Monitoring Network J Hofman, TH Do, X Qin, E Rodrigo, ME Nikolaou, W Philips, ... Pattern Recognition. ICPR International Workshops and Challenges: Virtual …, 2021 | 2 | 2021 |
| 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 | | 2022 |
| Combining mobile air quality sensor data and machine learning for more fine-grained air quality assessments in urban areas J Hofman, M Nikolaou, DH Tien, X Qin, RB Esther, 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 |
