Transfer Learning for Survival Analysis via Efficient L2, 1-Norm Regularized Cox Regression.
Yan LiLu WangJie WangJieping YeChandan K. ReddyPublished in: ICDM (2016)
Keyphrases
- survival analysis
- transfer learning
- regression model
- machine learning
- breast cancer
- predictive modeling
- learning tasks
- logistic regression
- data mining methods
- data mining techniques
- evolutionary computing
- kaplan meier
- knowledge transfer
- labeled data
- text classification
- reinforcement learning
- cross domain
- proportional hazards model
- collaborative filtering
- domain adaptation
- semi supervised learning
- text categorization
- target domain
- data sets
- data mining
- risk assessment
- unlabeled data
- variable selection
- objective function
- learning algorithm
- information retrieval
- fuzzy logic
- text mining