PAKDD'12 best paper: generating balanced classifier-independent training samples from unlabeled data.
Youngja ParkZijie QiSuresh N. ChariIan M. MolloyPublished in: Knowl. Inf. Syst. (2014)
Keyphrases
- training samples
- unlabeled data
- training set
- training data
- supervised learning
- labeled data
- learning algorithm
- semi supervised learning
- co training
- semi supervised
- training examples
- labeled training data
- unlabeled samples
- labeled and unlabeled data
- decision boundary
- class labels
- active learning
- labeled examples
- class distribution
- feature space
- target domain
- test sample
- semi supervised classification
- data sets
- decision trees
- data points
- unsupervised learning
- text categorization
- training dataset
- high dimensional
- knowledge discovery and data mining
- test data
- hyperplane
- reinforcement learning
- ensemble learning
- machine learning
- transfer learning
- support vector machine
- classification accuracy
- learning tasks
- svm classifier
- positive examples
- nearest neighbor
- discriminative information
- labeled samples
- computer vision
- classification algorithm
- naive bayes
- text classification
- binary classifiers
- knowledge discovery