Proposition of novel classification approach and features for improved real-time arrhythmia monitoring.
Yoon Jae KimJeong HeoKwang Suk ParkSungwan KimPublished in: Comput. Biol. Medicine (2016)
Keyphrases
- real time
- classification accuracy
- feature vectors
- classification models
- feature set
- feature extraction
- feature space
- classification method
- classification process
- class labels
- extracting features
- feature analysis
- benchmark datasets
- feature construction
- image classification
- feature representation
- feature extraction and classification
- extracted features
- gender classification
- feature values
- image features
- false positives
- svm classifier
- support vector
- decision trees
- high dimensionality
- pattern classification
- activity monitoring
- irrelevant features
- feature subset
- low level
- co occurrence
- neural network
- training set
- individual features
- feature weights
- features extraction
- support vector machine
- supervised learning
- dimensionality reduction
- svm classification
- text classification
- training samples
- machine learning algorithms
- classification scheme
- monitoring system
- data acquisition