Research Explorer

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Researcher

Xuening Qin

Awards & Distinctions

10 Results

2022

Conditional variational graph autoencoder for air quality forecasting

Esther Rodrigo BonetTien Huu DoXuening QinJelle HofmanValerio Panzica La MannaWilfried PhilipsNikos Deligiannis

Explaining graph neural networks with topology-aware node selection : application in air quality inference

Esther Rodrigo BonetTien Huu DoXuening QinJelle HofmanValerio Panzica La MannaWilfried PhilipsNikos Deligiannis

A1 Journal Article in IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS

Fine-grained urban air quality mapping from sparse mobile air pollution measurements and dense traffic density

Xuening QinTien Huu DoJelle HofmanEsther Rodrigo BonetValerio Panzica La MannaNikos DeligiannisWilfried Philips

A1 Journal Article in REMOTE SENSING

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

Jelle HofmanTien Huu DoXuening QinEsther Rodrigo BonetWilfried PhilipsNikos DeligiannisValerio Panzica La Manna

A1 Journal Article in ENVIRONMENTAL MODELLING & SOFTWARE

2021

Combining mobile air quality sensor data and machine learning for more fine-grained air quality assessments in urban areas

Jelle HofmanMania NikolaouDo Huu TienXuening QinRodrigo Bonet EstherWilfried PhilipsNikos DeligiannisPanzica La Manna Valerio

Spatiotemporal air quality inference of low-cost sensor data : application on a cycling monitoring network

Jelle HofmanTien Huu DoXuening QinEsther RodrigoMarta E. NikolaouWilfried PhilipsNikos DeligiannisValerio Panzica La Manna

Street-level air quality inference based on geographically context-aware random forest using opportunistic mobile sensor network

Xuening QinTien Huu DoJelle HofmanEsther RodrigoValerio Panzica La MannaNikos DeligiannisWilfried Philips

2020

Context-based analysis of urban air quality using an opportunistic mobile sensor network

Xuening QinLjiljana PlatisaTien Huu DoEvaggelia TsiligianniJelle HofmanValerio Panzica La MannaNikos DeligiannisWilfried Philips

Graph-deep-learning-based inference of fine-grained air quality from mobile IoT sensors

Tien Huu DoEvaggelia TsiligianniXuening QinJelle HofmanValerio Panzica La MannaWilfried PhilipsNikos Deligiannis

A1 Journal Article in IEEE INTERNET OF THINGS JOURNAL

Mapping air quality in IoT cities : cloud calibration and air quality inference of sensor data

Jelle HofmanMartha E. NikolaouTien Huu DoXuening QinEsther RodrigoWilfried PhilipsNikos DeligiannisValerio Panzica La Manna