Active Learning with an Adaptive Classifier for Inaccessible Big Data Analysis.
Sadia JahanMd. Rafiqul IslamKhan Md. HasibUsman NaseemMd. Saiful IslamPublished in: IJCNN (2021)
Keyphrases
- active learning
- data analysis
- training examples
- big data
- training set
- label noise
- machine learning
- learning algorithm
- query by committee
- training data
- labeled instances
- cost sensitive learning
- data processing
- feature space
- linear classifiers
- semi supervised
- data collection
- classification scheme
- random sampling
- support vector
- cluster analysis
- class labels
- business intelligence
- knowledge discovery
- unlabeled data
- learning strategies
- labeled data
- feature selection
- labeling effort
- decision trees
- cost sensitive
- supervised learning
- transfer learning
- rough sets
- support vector machine
- unlabeled instances
- classification process
- selective sampling
- data mining
- learning classifier systems
- classification method
- text classification
- learning environment