all AI news
Hierarchical Graph Structures for Congestion and ETA Prediction. (arXiv:2211.11762v1 [cs.LG])
Nov. 23, 2022, 2:11 a.m. | Florian Grötschla, Joël Mathys
cs.LG updates on arXiv.org arxiv.org
Traffic4cast is an annual competition to predict spatio temporal traffic
based on real world data. We propose an approach using Graph Neural Networks
that directly works on the road graph topology which was extracted from
OpenStreetMap data. Our architecture can incorporate a hierarchical graph
representation to improve the information flow between key intersections of the
graph and the shortest paths connecting them. Furthermore, we investigate how
the road graph can be compacted to ease the flow of information and make …
More from arxiv.org / cs.LG updates on arXiv.org
Jobs in AI, ML, Big Data
Senior Machine Learning Engineer
@ GPTZero | Toronto, Canada
ML/AI Engineer / NLP Expert - Custom LLM Development (x/f/m)
@ HelloBetter | Remote
Doctoral Researcher (m/f/div) in Automated Processing of Bioimages
@ Leibniz Institute for Natural Product Research and Infection Biology (Leibniz-HKI) | Jena
Seeking Developers and Engineers for AI T-Shirt Generator Project
@ Chevon Hicks | Remote
Senior Data Scientist
@ Highmark Health | PA, Working at Home - Pennsylvania
Principal Data Scientist
@ Warner Bros. Discovery | CA San Francisco 153 Kearny Street