Active Learning based Survival Regression for Censored Data.
Bhanukiran VinzamuriYan LiChandan K. ReddyPublished in: CIKM (2014)
Keyphrases
- active learning
- survival analysis
- active sampling
- regression model
- selective sampling
- model selection
- linear regression
- semi supervised
- machine learning
- regression problems
- support vector regression
- training examples
- relevance feedback
- regression algorithm
- supervised learning
- active learning strategies
- annotation effort
- learning strategies
- learning algorithm
- transfer learning
- labeled data
- random sampling
- pool based active learning
- survival data
- ridge regression
- regression analysis
- breast cancer
- unlabeled data
- polynomial regression
- classification and regression problems
- imbalanced data classification
- neural network
- regression methods
- class imbalance
- generalization error
- cross validation
- semi supervised learning
- learning process
- data mining