Esther Rodrigo Bonet

According to our database, Esther Rodrigo Bonet authored at least 11 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

GF-LRP: A Method for Explaining Predictions Made by Variational Graph Auto-Encoders.

Esther Rodrigo Bonet, Nikos Deligiannis

IEEE Trans. Emerg. Top. Comput. Intell., February, 2025

2024

Physics-Guided Variational Graph Autoencoder For Air Quality Inference.

Esther Rodrigo Bonet, Nikos Deligiannis

Proceedings of the IEEE International Conference on Acoustics, 2024

Physics-Guided Graph Convolutional Deep Equilibrium Network for Environmental Data.

Esther Rodrigo Bonet, Nikos Deligiannis

Proceedings of the 32nd European Signal Processing Conference, 2024

2022

Explaining Graph Neural Networks With Topology-Aware Node Selection: Application in Air Quality Inference.

Esther Rodrigo Bonet, Tien Huu Do, Xuening Qin, Jelle Hofman, Valerio Panzica La Manna, Wilfried Philips, Nikos Deligiannis

IEEE Trans. Signal Inf. Process. over Networks, 2022

Fine-Grained Urban Air Quality Mapping from Sparse Mobile Air Pollution Measurements and Dense Traffic Density.

Xuening Qin, Tien Huu Do, Jelle Hofman, Esther Rodrigo Bonet, Valerio Panzica La Manna, Nikos Deligiannis, Wilfried Philips

Remote. Sens., 2022

Spatiotemporal air quality inference of low-cost sensor data: Evidence from multiple sensor testbeds.

Jelle Hofman, Tien Huu Do, Xuening Qin, Esther Rodrigo Bonet, Wilfried Philips, Nikos Deligiannis, Valerio Panzica La Manna

Environ. Model. Softw., 2022

Conditional Variational Graph Autoencoder for Air Quality Forecasting.

Esther Rodrigo Bonet, Tien Huu Do, Xuening Qin, Jelle Hofman, Valerio Panzica La Manna, Wilfried Philips, Nikos Deligiannis

Proceedings of the 30th European Signal Processing Conference, 2022

2021

Street-level Air Quality Inference Based on Geographically Context-aware Random Forest Using Opportunistic Mobile Sensor Network.

Xuening Qin, Tien Huu Do, Jelle Hofman, Esther Rodrigo Bonet, Valerio Panzica La Manna, Nikos Deligiannis, Wilfried Philips

Proceedings of the ICIAI 2021: 2021 the 5th International Conference on Innovation in Artificial Intelligence, 2021

2020

Mapping Air Quality in IoT Cities: Cloud Calibration and Air Quality Inference of Sensor Data.

Jelle Hofman, Martha E. Nikolaou, Tien Huu Do, Xuening Qin, Esther Rodrigo Bonet, Wilfried Philips, Nikos Deligiannis, Valerio Panzica La Manna

Proceedings of the 2020 IEEE Sensors, Rotterdam, The Netherlands, October 25-28, 2020, 2020

Spatiotemporal Air Quality Inference of Low-Cost Sensor Data; Application on a Cycling Monitoring Network.

Jelle Hofman, Tien Huu Do, Xuening Qin, Esther Rodrigo Bonet, Martha E. Nikolaou, Wilfried Philips, Nikos Deligiannis, Valerio Panzica La Manna

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Temporal Collaborative Filtering with Graph Convolutional Neural Networks.

Esther Rodrigo Bonet, Duc Minh Nguyen, Nikos Deligiannis

Proceedings of the 25th International Conference on Pattern Recognition, 2020