Generative Models for Synthetic Urban Mobility Data: A Systematic Literature Review.
Alexandra KappJulia HansmeyerHelena MihaljevicPublished in: CoRR (2024)
Keyphrases
- literature review
- generative model
- mobility data
- location aware
- privacy aware
- case study
- probabilistic model
- visual analytics
- trajectory data
- privacy preserving
- conditional random fields
- em algorithm
- discriminative models
- discriminative learning
- real world
- prior knowledge
- urban areas
- semi supervised
- reinforcement learning
- intelligent transportation systems
- location based services
- visual analysis
- hierarchical hidden markov models
- discriminative methods
- personal information
- text classification
- knowledge discovery
- mobile devices
- machine learning