- Privacy Aware Data Ingestion
- Extreme Scale Stream Processing Orchestrator
- Dropoff / Destination Prediction
- Probabilistic Approach for Trip Chaining
- Trajectory Data / Travel Time Analysis:
- Real-Time Extreme Scale FCD Analysis
- Traffic State / Flow Forecasting
- Parking Garage Occupancy Prediction -- MLOps
- Crowd Density Prediction -- MLOps
- Zone entries/exits prediction -- MLOps
- Active Learning & XAI for Crowd Prediction
- Federated Learning Models for Mobility Data -- MOLps
- Overall MAIaaS platform walkthrough
- Description and usage of the DVC tool for datasets management
- Templates for ML models deployment
- Set of available Docker images for mobility data analysis
This project has received funding from the Horizon Europe R&I programme under the GA No. 101093051