Exact and efficient top-K inference for multi-target prediction by querying separable linear relational models.
Michiel StockKrzysztof DembczynskiBernard De BaetsWillem WaegemanPublished in: Data Min. Knowl. Discov. (2016)
Keyphrases
- multi target
- relational models
- multi target tracking
- probabilistic reasoning
- relational data
- bayesian networks
- inference process
- relational model
- multi sensor
- graphical models
- markov logic networks
- efficient learning
- probabilistic graphical models
- probabilistic inference
- multiple targets
- relational databases
- multi camera
- data association
- query language
- relational learning
- learning algorithm
- database
- computer vision
- databases
- exact inference
- infrared
- multi class
- database technology