Multi-view multi-label active learning with conditional Bernoulli mixtures.
Jing ZhaoZengyu QiuShiliang SunPublished in: Int. J. Mach. Learn. Cybern. (2022)
Keyphrases
- multi view
- multi label
- active learning
- semi supervised
- mixture model
- multi label classification
- text categorization
- multiple views
- single view
- labeled data
- class labels
- semi supervised learning
- text classification
- graph cuts
- generative model
- learning tasks
- image classification
- three dimensional
- image annotation
- binary classification
- unsupervised learning
- unlabeled data
- range images
- supervised learning
- d objects
- learning algorithm
- training examples
- machine learning
- training set
- co training
- em algorithm
- cost sensitive
- model selection
- maximum likelihood
- image features
- probabilistic model
- learning process
- generalization error
- feature selection
- label propagation