Identifying Normal, AF and other Abnormal ECG Rhythms using a Cascaded Binary Classifier.
Shreyasi DattaChetanya PuriAyan MukherjeeRohan BanerjeeAnirban Dutta ChoudhuryRituraj SinghArijit UkilSoma BandyopadhyayArpan PalSundeep KhandelwalPublished in: CinC (2017)
Keyphrases
- binary classifiers
- abnormal events
- abnormal behavior
- multi class svm
- svm classifier
- multi class
- classification process
- classifier systems
- support vector
- decision trees
- feature space
- linear classifiers
- feature selection
- feature set
- training data
- error correcting output codes
- face detection
- binary features
- nearest neighbor classifier
- learning algorithm
- abnormal patterns
- learning classifier systems
- class labels
- ecg signals
- heart rate
- extracted features
- binary classification problems
- classifier combination
- individual classifiers
- training examples
- anomaly detection
- image classification
- signal processing
- training set
- neural network