Using Transfer Learning and Hierarchical Classifier to Diagnose Melanoma From Dermoscopic Images.
Priti BansalSumit KumarRitesh SrivastavaSaksham AgarwalPublished in: Int. J. Heal. Inf. Syst. Informatics (2021)
Keyphrases
- transfer learning
- learning tasks
- labeled data
- learning algorithm
- knowledge transfer
- training data
- cross domain
- machine learning
- structure learning
- sample selection bias
- active learning
- transfer knowledge
- semi supervised learning
- text classification
- reinforcement learning
- collaborative filtering
- text categorization
- multi task
- domain adaptation
- support vector machine
- transferring knowledge
- class labels
- training and test data
- early diagnosis
- manifold alignment
- hierarchical bayesian model
- decision trees
- labeled training data
- feature space
- unlabeled data
- feature selection
- training examples
- text mining
- support vector
- training set
- multitask learning
- cross domain learning
- prior knowledge
- knowledge discovery
- semi supervised
- domain specific
- multi task learning
- feature set
- model selection
- target domain
- unsupervised learning
- training samples