Generative Models for Synthetic Urban Mobility Data: A Systematic Literature Review.
Alexandra KappJulia HansmeyerHelena MihaljevicPublished in: ACM Comput. Surv. (2024)
Keyphrases
- literature review
- generative model
- mobility data
- location aware
- privacy aware
- visual analytics
- trajectory data
- probabilistic model
- case study
- privacy preserving
- discriminative models
- em algorithm
- discriminative learning
- prior knowledge
- knowledge discovery
- generative and discriminative models
- semi supervised
- hierarchical hidden markov models
- real world
- conditional random fields
- intelligent transportation systems
- expectation maximization
- urban areas
- information extraction
- pairwise
- machine learning