A Variational Autoencoder Based Generative Model of Urban Human Mobility.
Dou HuangXuan SongZipei FanRenhe JiangRyosuke ShibasakiYu ZhangHaizhong WangYugo KatoPublished in: MIPR (2019)
Keyphrases
- human mobility
- generative model
- dirichlet process mixture models
- urban planning
- probabilistic model
- mobility patterns
- social ties
- image segmentation
- bayesian framework
- human behavior
- social relationships
- discriminative learning
- prior knowledge
- conditional random fields
- em algorithm
- markov chain monte carlo
- semi supervised
- expectation maximization
- topic models
- latent dirichlet allocation
- location prediction
- social networks
- image sequences
- pairwise
- variational methods
- online social networks