Extracting Interpretable Features for Early Classification on Time Series.
Zhengzheng XingJian PeiPhilip S. YuKe WangPublished in: SDM (2011)
Keyphrases
- feature set
- feature extraction
- classification accuracy
- extracting features
- feature vectors
- classification process
- classification method
- svm classifier
- feature space
- classification models
- class labels
- features extraction
- support vector machine svm
- pattern recognition
- feature values
- extracted features
- low level
- benchmark datasets
- feature weights
- classification rules
- feature selection
- gender classification
- machine learning
- feature extraction and classification
- pattern classification
- feature selection algorithms
- eeg signals
- high dimensionality
- classification algorithm
- feature analysis
- training set
- automatic classification
- automatically extracted
- feature reduction
- text classification
- irrelevant features
- support vector
- feature subset
- decision tree classifiers
- image features
- supervised learning
- discriminative features
- classification rate
- feature representation