Variational inference based bayes online classifiers with concept drift adaptation.
Thi Thu Thuy NguyenTien Thanh NguyenAlan Wee-Chung LiewShi-Lin WangPublished in: Pattern Recognit. (2018)
Keyphrases
- concept drift
- data stream classification
- variational inference
- classification algorithm
- data streams
- support vector
- decision trees
- bayesian inference
- change detection
- probabilistic graphical models
- posterior distribution
- variational methods
- gaussian process
- non stationary
- probabilistic model
- latent dirichlet allocation
- topic models
- training set
- training data
- closed form
- naive bayes
- exponential family
- data distribution
- latent variables
- mixture model
- graphical models
- nearest neighbor
- support vector machine
- feature selection
- data sets
- training samples
- unsupervised learning
- reinforcement learning
- computer vision
- machine learning