Identification and Classification of Driving-Related Stress Using Electrocardiogram and Skin Conductance Signals.
Ilaria MarcantoniGiorgia BarchiesiSofia BarchiesiCaterina BelbustiChiara LeoniSofia RomagnoliAgnese SbrolliniMicaela MorettiniLaura BurattiniPublished in: MeMeA (2022)
Keyphrases
- pattern recognition
- heart rate
- heart rate variability
- classification algorithm
- classification scheme
- feature vectors
- signal processing
- image classification
- decision trees
- automatic classification
- pattern classification
- text classification
- support vector machine
- classification accuracy
- feature space
- machine learning
- classification method
- machine learning methods
- support vector
- cost sensitive
- feature extraction
- eeg signals
- spectral analysis
- ecg signals
- biomedical signals
- classification process
- decision rules
- svm classifier
- unsupervised learning
- model selection
- preprocessing