Improved Transfer Learning through Shallow Network Embedding for Classification of Leukemia Cells.
Kaushik S. KalmadyAdithya S. KamathG. GopakumarGorthi R. K. Sai SubrahmanyamGorthi Sai SivaPublished in: ICAPR (2017)
Keyphrases
- transfer learning
- text classification
- machine learning
- learning tasks
- knowledge transfer
- machine learning algorithms
- labeled data
- cross domain learning
- cross domain
- supervised learning
- decision trees
- semi supervised learning
- reinforcement learning
- support vector machine
- cross domain text classification
- feature selection
- structure learning
- feature extraction
- transfer knowledge
- document classification
- feature vectors
- data sets
- multi task learning
- domain adaptation
- target domain
- class labels
- text categorization
- model selection
- label information
- manifold alignment
- learning algorithm
- network structure
- support vector
- feature space
- unlabeled data
- unsupervised learning
- probabilistic model
- text mining
- collaborative filtering
- natural language processing