Semi-supervised text categorization: Exploiting unlabeled data using ensemble learning algorithms.
Mohammad Reza KeyvanpourMaryam Bahojb ImaniPublished in: Intell. Data Anal. (2013)
Keyphrases
- unlabeled data
- text categorization
- semi supervised
- learning algorithm
- labeled data
- semi supervised learning
- training data
- active learning
- co training
- training set
- semi supervised classification
- supervised learning
- labeled and unlabeled data
- labeled examples
- multi label
- text classification
- naive bayes
- pairwise
- class labels
- domain adaptation
- transfer learning
- text documents
- supervised learning algorithms
- text classifiers
- training examples
- unsupervised learning
- labeled training data
- label propagation
- machine learning algorithms
- multi view
- ensemble methods
- base classifiers
- machine learning
- training documents
- feature selection
- multi label learning
- feature space
- pairwise constraints
- neural network
- generalization error
- document classification
- reinforcement learning
- metric learning
- label information
- learning problems
- data points
- prior knowledge
- learning process
- data sets
- ensemble members