Semi-supervised Batch Mode Active Learning for Multi-class Classification.
Jujian LvHuimin ZhaoRongjun ChenJin ZhanJianhong LiKaihan LinCanyao LiPublished in: BICS (2019)
Keyphrases
- multi class classification
- batch mode active learning
- semi supervised
- active learning
- batch mode
- multi class
- semi supervised learning
- binary classification
- labeled data
- support vector
- supervised learning
- incremental learning
- unlabeled data
- multi class boosting
- multi class svm
- generalization error
- unsupervised learning
- pairwise
- multi task learning
- learning algorithm
- metric learning
- machine learning
- gaussian process
- learning process
- random sampling
- multiple instance learning
- learning problems
- data mining
- cost sensitive
- cross validation
- text categorization