On the characterization of noise filters for self-training semi-supervised in nearest neighbor classification.
Isaac TrigueroJosé A. SáezJulián LuengoSalvador GarcíaFrancisco HerreraPublished in: Neurocomputing (2014)
Keyphrases
- nearest neighbor classification
- semi supervised
- metric learning
- semi supervised learning
- co training
- locally adaptive
- nearest neighbor
- labeled data
- unlabeled data
- denoising methods
- distance function
- distance measure
- active learning
- noise reduction
- supervised learning
- pairwise
- unsupervised learning
- image denoising
- noise model
- noise level
- k nearest neighbor
- signal to noise ratio
- knn
- denoising
- nearest neighbor classifier
- multiresolution
- machine learning
- multiscale
- training data
- decision trees