Ensemble Computational Intelligent for Insomnia Sleep Stage Detection via the Sleep ECG Signal.
Pragati TripathiM. A. AnsariTapan Kumar GandhiRajat MehrotraMd Belal Bin HeyatFaijan AkhtarChiagoziem C. UkwuomaAbdullah Yahya Mohammed MuaadYasser M. KadahMugahed A. Al-antariJianping LiPublished in: IEEE Access (2022)
Keyphrases
- sleep stage
- ecg signals
- sleep apnea
- power line
- ensemble learning
- mit bih arrhythmia database
- neural network
- detection algorithm
- beat classification
- obstructive sleep apnea
- prediction accuracy
- detection method
- object detection
- training set
- heart rate
- training data
- atrial fibrillation
- false positives
- random forest
- ensemble methods
- anomaly detection
- principal component analysis
- multiscale
- decision trees
- feature selection
- learning algorithm