Improving the Behavior of the Nearest Neighbor Classifier against Noisy Data with Feature Weighting Schemes.
José A. SáezJoaquín DerracJulián LuengoFrancisco HerreraPublished in: HAIS (2014)
Keyphrases
- noisy data
- nearest neighbor classifier
- weighting schemes
- weighting scheme
- nearest neighbor
- training samples
- missing data
- high dimensional
- distance function
- distance measure
- input data
- dynamic time warping
- training data
- feature vectors
- clustering algorithm
- pattern recognition
- tf idf
- data sets
- data points
- feature space
- high dimensionality
- decision trees
- bag of visual words
- computer vision