Enhancing email classification using data reduction and disagreement-based semi-supervised learning.
Yuxin MengWenjuan LiLam-for KwokPublished in: ICC (2014)
Keyphrases
- data reduction
- semi supervised learning
- email classification
- co training
- unlabeled data
- active learning
- semi supervised
- labeled data
- data compression
- supervised learning
- instance selection
- machine learning
- unsupervised learning
- data analysis
- feature selection
- knowledge discovery
- preprocessing
- classification rules
- training data
- transfer learning
- classification accuracy
- text categorization
- rough set theory
- multi view
- model selection
- data sets
- clustering algorithm
- single view
- data mining
- training examples
- text classification
- named entities
- dimensionality reduction
- learning algorithm
- bayesian networks
- high dimensionality
- multiple instance learning
- neural network
- databases