An investigation into the effect of unlabeled neurons on Self-Organizing Maps.
Willem S. van HeerdenAndries P. EngelbrechtPublished in: SSCI (2016)
Keyphrases
- self organizing maps
- neural network
- unsupervised learning
- feature maps
- neural gas
- input data
- competitive learning
- topology preserving
- som neural network
- k means
- network anomaly detection
- visualization methods
- image segmentation
- high dimensional input data
- active learning
- computer vision
- vector quantizer
- database
- supervised learning
- growing neural gas
- data analysis