Our first citation of the year π
Glad to add Lei et al. (2024) "Predicting vessel arrival times on inland waterways" to the list: https://github.com/movingpandas/movingpandas/blob/main/README.md#scientific-publications-using-movingpandas
"the historical voyages are processed with the movingpandas library and stored as GeoDataFrames"
#MovingPandas #GeoPandas #GISChat #Python #MovementDataScience #AIS #ArrivalTimePrediction #VesselTracking

movingpandas/README.md at main Β· movingpandas/movingpandas
Movement trajectory classes and functions built on top of GeoPandas - movingpandas/movingpandas
GitHubIt'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 π goes to natural language #NLP #Transfomers for #Traffic volume prediction
#EDBT2023
BMDA 2023 @EDBT - Program