Bayesian analysis of massive datasets via particle filters.
Greg RidgewayDavid MadiganPublished in: KDD (2002)
Keyphrases
- bayesian analysis
- particle filter
- massive datasets
- massive data
- object tracking
- visual tracking
- particle filtering
- computationally feasible
- statistically sound
- monte carlo
- state space
- state estimation
- text data
- kalman filter
- big data
- multiple object tracking
- appearance model
- mean shift
- bayesian filtering
- abrupt motion
- stored data
- methods require
- computationally challenging
- robust tracking
- markov chain monte carlo
- sequential monte carlo
- bayesian networks
- computer vision
- business intelligence
- proposal distribution
- text classification
- decision making