A probabilistic kernel method for human mobility prediction with smartphones.
Trinh Minh Tri DoOlivier DousseMarkus MiettinenDaniel Gatica-PerezPublished in: Pervasive Mob. Comput. (2015)
Keyphrases
- kernel methods
- human mobility
- location prediction
- mobility patterns
- kernel function
- support vector
- machine learning
- mobile devices
- learning problems
- reproducing kernel
- support vector machine
- probabilistic model
- generative model
- urban planning
- social ties
- feature space
- human behavior
- image processing
- hot spots
- feature vectors