AR based quadratic feature extraction in the VMD domain for the automated seizure detection of EEG using random forest classifier.
Tao ZhangWanzhong ChenMingyang LiPublished in: Biomed. Signal Process. Control. (2017)
Keyphrases
- epileptic seizures
- feature extraction
- eeg signals
- brain activity
- frequency analysis
- augmented reality
- domain specific
- eeg data
- detection algorithm
- detection method
- objective function
- face recognition
- domain independent
- feature extraction and classification
- automated analysis
- semi automated
- detection accuracy
- image processing
- frequency domain
- feature vectors
- principal component analysis
- domain ontology
- feature selection
- detection rate
- dimension reduction
- automatic detection
- fully automated
- false alarms
- extracted features
- pattern recognition
- image classification
- object detection
- event related potentials
- semi automatic
- signal processing
- human computer interaction
- brain computer interface
- domain experts
- false positives