From Parzen Window Estimation to Feature Extraction: A New Perspective.
Zhongbao LiuJing ZhangWenai SongPublished in: IDEAL (2016)
Keyphrases
- parzen window
- pattern classification
- feature extraction
- density estimation
- probability density function
- mutual information
- learning theory
- error bounds
- nearest neighbor
- face recognition
- pattern recognition
- discriminant analysis
- feature vectors
- principal component analysis
- support vector machine svm
- probability density
- mixture model
- outlier detection
- subspace methods
- preprocessing
- knn
- data mining
- regularized least squares
- feature space
- dimensionality reduction
- theoretical analysis
- feature set