Mining Multi-Label Data Streams Using Ensemble-Based Active Learning.
Peng WangPeng ZhangLi GuoPublished in: SDM (2012)
Keyphrases
- multi label
- data streams
- active learning
- concept drifting
- multi label classification
- text categorization
- image classification
- itemsets
- stream data
- image annotation
- text classification
- graph cuts
- class labels
- multi label learning
- training set
- binary classification
- knowledge discovery
- learning algorithm
- concept drift
- multi instance
- multiple labels
- text mining
- protein function prediction
- machine learning
- data mining
- hierarchical text categorization
- data sets
- training examples
- semi supervised
- pattern mining
- cost sensitive
- ensemble learning
- labeled data
- training data
- feature selection
- frequent patterns
- semi supervised learning
- base classifiers
- unlabeled data
- supervised learning
- multi class
- data analysis
- image processing