Self-Organizing-Maps Based Undersampling for the Classification of Unbalanced Datasets.
Marco VannucciValentina CollaPublished in: IJCNN (2018)
Keyphrases
- self organizing maps
- learning vector quantization
- fuzzy classification
- unsupervised learning
- som neural network
- pattern recognition
- probabilistic neural network
- competitive learning
- class imbalance
- neural gas
- topology preserving
- feature maps
- gene expression profiles
- decision trees
- machine learning
- text classification
- input data
- k means
- vector quantization
- model selection
- data processing
- reinforcement learning
- data sets