Improving Imbalanced Machine Learning with Neighborhood-Informed Synthetic Sample Placement.
Murtaza NasirAli DagSerhat SimsekAnton IvanovAsil OztekinPublished in: J. Manag. Inf. Syst. (2022)
Keyphrases
- machine learning
- machine learning methods
- knowledge acquisition
- computer vision
- decision trees
- active learning
- computational intelligence
- machine learning approaches
- support vector machine
- learning systems
- machine learning algorithms
- semi supervised learning
- sample size
- information extraction
- inductive logic programming
- data analysis
- pattern recognition
- explanation based learning
- learning algorithm
- information retrieval
- data mining
- data sets
- imbalanced datasets
- text mining
- supervised learning
- knowledge discovery
- high dimensional
- training data
- real world