Many Layer Transfer Learning Genetic Algorithm (MLTLGA): a New Evolutionary Transfer Learning Approach Applied To Pneumonia Classification.
Raphael de Lima MendesAlexandre Henrick da Silva AlvesMatheus de Souza GomesPedro Luiz Lima BertariniLaurence Rodrigues do AmaralPublished in: CEC (2021)
Keyphrases
- transfer learning
- genetic algorithm
- text classification
- machine learning
- knowledge transfer
- learning tasks
- cross domain learning
- machine learning algorithms
- reinforcement learning
- cross domain text classification
- labeled data
- cross domain
- active learning
- structure learning
- multi task learning
- manifold alignment
- semi supervised learning
- label information
- domain adaptation
- text categorization
- model selection
- collaborative filtering
- feature selection
- transferring knowledge
- transfer knowledge
- learning algorithm
- target domain
- supervised learning
- multi task
- feature space
- decision trees
- training data
- unlabeled data
- feature vectors
- natural language
- class labels
- labeled and unlabeled data
- training set
- unsupervised learning
- text mining