GISRUK reposted this
UCL - PHD Student #global sustainable investment, #transport safety, #responsible AI, #low carbon emissions
🚀 Thrilled to share my experience at #GISRUK2024 in Leeds! This year marked my fourth presentation at GISRUK, and as always, I received invaluable feedback that will greatly enhance my further studies. 📣 This year, I presented our latest work on "Missing Data Imputation for Traffic Accident Records: A Deep Learning Method." We developed a framework that effectively addresses complex scenarios of missing data in the #STATS19 dataset, UK, by transforming the imputation challenge into predicting edge values using Graph Representation Learning 🛠️. The outcomes have been promising and are a testament to the innovative approaches in deep learning for data-driven traffic accident research ✅. Immense gratitude to my supportive and insightful supervisors, James Haworth and Huanfa C., as well as my brilliant colleague from UCL SpaceTimeLab and UCL Dept of Civil, Environmental & Geomatic Engineering, Ilya Ilyankou, for their contributions to this research. It was also wonderful to reconnect with fellow GIS enthusiasts and researchers. Cheers 🥂 Looking forward to the Bristol next year~
Congrats! 🎉🎉🎉
Inspiring speech!
Well done Xiaowei Gao!
Professor and Chair in Architectural and Urban Science
6moInteresting work. We are doing similar one for other applications. Xiaowei Gao do you have any published work to share?