A Generic Semi-Supervised and Active Learning Framework for Biomedical Text Classification.
Christopher A. FloresRodrigo VerschaePublished in: EMBC (2022)
Keyphrases
- text classification
- semi supervised
- active learning
- labeled data
- active learning framework
- unlabeled data
- text mining
- co training
- labeled and unlabeled data
- machine learning
- labeled examples
- text categorization
- semi supervised learning
- semi supervised classification
- bag of words
- supervised learning
- partially labeled
- pairwise
- unsupervised learning
- naive bayes
- text data
- pairwise constraints
- n gram
- hierarchical text classification
- feature selection
- domain specific
- text documents
- knn
- semantic features
- biomedical literature
- information retrieval
- information extraction
- multi label
- data cleaning
- data points
- learning algorithm
- semi supervised clustering
- high level
- training data
- training set
- hierarchical classification
- multi view
- knowledge discovery
- class labels
- image classification