Under the On Ramp

#Cityscape #TrafficFlow #CityTravel #ElevatedRoads #UrbanInfrastructure #Overpass #RoadPhotography #InfrastructureDesign #UrbanDesign #ArchitecturalPhotography

#Chennai #roads to get #busprioritylanes for better #trafficflow and #fastertransportation
Officials have started a study of routes, such as Chennai Central-Tambaram and Koyambedu-Guindy, for the implementation of the initiative. Many of the GCC’s 471 bus route roads and ones recently handed over by the Highways Department will get the facility.
https://www.thehindu.com/news/cities/chennai/chennai-roads-to-get-bus-priority-lanes-for-better-traffic-flow-and-faster-transportation/article67462639.ece

What got me particularly excited about @geotorchai is the mention of applications of #DeepLearning on #spatiotemporal non-imagery datasets, including #MobilityDataScience prediction tasks such as: #TrafficVolume and #TrafficFlow prediction

https://github.com/DataSystemsLab/GeoTorchAI

#GeoTorchAI #GeoAI

Did you know that @movingpandas also supports local image coordinates?

Currently working on a demo using #bicycle tracks extracted from #video footage 🚴🎥 published by @mszll

https://arxiv.org/abs/2211.01301

#openscience #MobilityAnalytics #MobilityDataScience #mobility #MovingPandas #TrafficFlow #planning #cycling #TrafficBehavior

date: 2023-04-14 13:35:52
by: Maison de l'Europe et des Territoires

Last days to apply for a #PhD position in the MSCA Joint Doctorates Network #DATAHYKING
👉Infos: https://datahyking.eu/?page_id=39
📅 April 15th 2023
@Ulysseus_eu
#machinelearning #vehicles #trafficflow

🐦🔗: https://twitter.com/twitter/statuses/1646869883777417216
#PhdPosition

It's been a pleasure to present our #DeepLearning from Trajectory Data review paper at #BMDA2023

https://www.datastories.org/bmda23/BMDA23Program.html

Our review covers 8 use cases:
1. #LocationClassification
2. #ArrivalTimePrediction
3. #TrafficFlow #prediction
4. #Trajectory prediction
5. Trajectory #classification
6. Next location prediction
7. #AnomalyDetection
8. #SyntheticDataGeneration

The price for most surprising approach 🏆 goes to natural language #NLP #Transfomers for #Traffic volume prediction

#EDBT2023

New paper: Urban traffic flow prediction: a dynamic temporal graph network considering missing values by Wang P et al. #ijgis #GIScience #GIS #GISchat #TrafficFlow #Prediction https://www.tandfonline.com/doi/full/10.1080/13658816.2022.2146120?src=