NDPMine: Efficiently Mining Discriminative Numerical Features for Pattern-Based Classification.
Hyungsul KimSangkyum KimTim WeningerJiawei HanTarek F. AbdelzaherPublished in: ECML/PKDD (2) (2010)
Keyphrases
- feature extraction
- discriminative features
- classification accuracy
- feature set
- feature vectors
- discriminative information
- extracted features
- discriminating features
- feature selection
- classification process
- highly discriminative
- classification models
- svm classifier
- feature space
- category labels
- support vector machine svm
- class labels
- discriminative classifiers
- classification method
- extracting features
- class discrimination
- informative features
- class specific
- classification algorithm
- benchmark datasets
- dimension reduction
- pattern recognition
- feature analysis
- low level
- object category recognition
- image classification
- feature selection algorithms
- learning algorithm
- training samples
- unsupervised learning
- discriminative learning
- image features
- support vector machine
- decision trees
- support vector
- machine learning
- training data
- discrimination power
- high dimensional
- knn
- bag of words
- feature subset