Deep Learning with MCA-based Instance Selection and Bootstrapping for Imbalanced Data Classification.
Sheng GuanMin ChenHsin-Yu HaShu-Ching ChenMei-Ling ShyuChengde ZhangPublished in: CIC (2015)
Keyphrases
- deep learning
- instance selection
- imbalanced data classification
- feature selection
- weakly supervised
- unsupervised learning
- text classification
- nearest neighbor
- machine learning
- supervised learning
- semi supervised learning
- support vector machine
- multiple instance learning
- classification accuracy
- multi class
- semi supervised
- active learning
- information extraction
- concept drift
- labeled data
- object class
- feature space
- training data
- feature extraction
- text categorization
- feature set
- feature selection algorithms
- dimensionality reduction
- probabilistic model
- support vector
- data sets