Knowledge transfer to enhance the performance of deep learning models for automated classification of B cell neoplasms.
Nanditha MalleshMax ZhaoLisa MeintkerAlexander HölleinFranz ElsnerHannes LülingTorsten HaferlachWolfgang KernJörg WestermannPeter BrossartStefan W. KrausePeter M. KrawitzPublished in: Patterns (2021)
Keyphrases
- knowledge transfer
- learning models
- automated classification
- learning tasks
- transfer learning
- machine learning
- knowledge sharing
- semi supervised learning
- learning algorithm
- loss function
- machine learning algorithms
- learning problems
- learning experience
- conditional random fields
- classification models
- multi task
- data sets
- supervised learning
- learning process
- support vector
- information systems