Temporal-based Feature Selection and Transfer Learning for Text Categorization.
Fumiyo FukumotoYoshimi SuzukiPublished in: KDIR (2015)
Keyphrases
- text categorization
- transfer learning
- feature selection
- text classification
- learning tasks
- information gain
- automated text categorization
- knowledge transfer
- knn
- cross domain
- domain adaptation
- document classification
- multi task
- multi label
- feature weighting
- k nearest neighbor
- text documents
- semi supervised learning
- text classifiers
- feature generation
- reuters corpus
- term frequency
- mutual information
- feature space
- data sets
- naive bayes
- labeled data
- distributional clustering
- unsupervised learning
- transfer knowledge
- feature selections
- support vector machine
- feature extraction
- similarity measure
- data analysis
- multi class
- model selection
- unlabeled data