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PAKDD'12 best paper: generating balanced classifier-independent training samples from unlabeled data.
Youngja Park
Zijie Qi
Suresh N. Chari
Ian M. Molloy
Published in:
Knowl. Inf. Syst. (2014)
Keyphrases
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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