Regularized Semi-Supervised Latent Dirichlet Allocation for visual concept learning.
Liansheng ZhuangHaoyuan GaoJiebo LuoZhouchen LinPublished in: Neurocomputing (2013)
Keyphrases
- concept learning
- latent dirichlet allocation
- semi supervised
- topic models
- generative model
- topic modeling
- lda model
- gibbs sampling
- latent topics
- variational bayesian inference
- inductive logic programming
- text mining
- visual features
- probabilistic latent semantic analysis
- probabilistic topic models
- semi supervised learning
- unlabeled data
- least squares
- low level
- active learning
- support vector
- labeled data
- decision trees
- text documents
- metadata
- supervised learning