Improved Multi-Label Classification Using Inter-Dependence Structure via a Generative Mixture Model.
Ramanuja SimhaHagit ShatkayPublished in: ECAI (2016)
Keyphrases
- mixture model
- multi label classification
- generative model
- multi label
- unsupervised learning
- probabilistic model
- em algorithm
- gaussian mixture model
- semi supervised
- semi supervised learning
- model selection
- expectation maximization
- text categorization
- image annotation
- language model
- binary classifiers
- probability density function
- machine learning
- topic models
- maximum likelihood
- data mining
- image processing
- markov networks
- classification algorithm
- computer vision
- labeled data
- supervised learning
- knn
- image classification
- hidden markov models
- active learning
- bayesian framework
- prior knowledge
- posterior probability
- training data
- hyperparameters
- hidden variables
- face recognition