Improving Label Noise Filtering by Exploiting Unlabeled Data.
Donghai GuanHongqiang WeiWeiwei YuanGuangjie HanYuan TianMohammed Al-DhelaanAbdullah Al-DhelaanPublished in: IEEE Access (2018)
Keyphrases
- unlabeled data
- noise filtering
- labeled data
- semi supervised learning
- class labels
- semi supervised
- co training
- active learning
- unlabeled instances
- text classification
- supervised learning
- noise reduction
- training data
- learning algorithm
- labeling effort
- text categorization
- denoising
- labeled examples
- training set
- data points
- filtering method
- training examples
- multi label
- noise detection
- machine learning
- data cleaning
- low signal to noise ratio
- positive examples
- database
- transfer learning
- unsupervised learning
- data mining
- decision trees
- naive bayes
- training samples
- phase unwrapping
- pairwise
- databases
- data sets