Active Learning with Multiple Annotations for Comparable Data Classification Task.
Vamshi AmbatiSanjika HewavitharanaStephan VogelJaime G. CarbonellPublished in: BUCC@ACL (2011)
Keyphrases
- relevance feedback
- active learning
- data sets
- pattern recognition
- data sources
- database
- data processing
- data analysis
- unlabeled data
- supervised learning
- training set
- labeled data
- data collection
- support vector machine svm
- feature vectors
- missing data
- support vector
- multiple sources
- machine learning
- high dimensional data
- training samples
- classification algorithm
- multiple classes
- data mining techniques
- image data
- knowledge discovery
- prior knowledge
- feature space
- data structure
- decision trees
- feature selection