Active Learning by Selecting New Training Samples from Unlabelled Data.
Ho-Gyeong KimCheong-An LeeSoo-Young LeePublished in: BICA (2012)
Keyphrases
- training samples
- unlabelled data
- active learning
- semi supervised
- supervised learning
- co training
- supervised and unsupervised learning
- training set
- labelled data
- learning algorithm
- training examples
- semi supervised learning
- unlabeled data
- labeled data
- representative samples
- training data
- negative examples
- test sample
- feature space
- hyperplane
- unsupervised learning
- positive examples
- machine learning
- multi view
- high dimensional
- learning phase
- class distribution
- learning problems
- face images
- generalization error
- pairwise
- feature selection
- decision trees
- data sets
- learning process
- base classifiers
- cost sensitive
- named entities
- transfer learning
- classification algorithm
- class labels
- prior knowledge
- multi class