Sleep Stage Scoring of Single-Channel EEG Signal based on RUSBoost Classifier

Keyphrases

• Signal Base 100%
• Hybrid Genetic Algorithm 100%
• Complete Ensemble Empirical Mode Decomposition with Adaptive Noise (CEEMDAN) 100%
• Single-channel EEG 100%
• Sleep Scoring 100%
• RUSBoost Classifier 100%
• Dimensionality Reduction 50%
• Neural Network 50%
• Back-propagation Artificial Neural Network (BP-ANN) 50%
• Temporal Features 50%
• Visual Inspection 50%
• Classification Accuracy 50%
• Intelligent Methods 50%
• Statistical Features 50%
• Automatic Recognition 50%
• Medical Applications 50%
• Feature Space 50%
• Cohen 50%
• EEG Signals 50%
• Most Important Issue 50%
• McNemar Test 50%
• Sleep Data 50%
• Sleep Stages 50%
• Sleep Stage Classification 50%
• Sleep Detection 50%
• Optimized Features 50%
• Automatic Sleep Stage 50%
• RUSBoost 50%

Engineering

• Genetic Algorithm 100%
• Empirical-Mode Decomposition 100%
• Single Channel 100%
• Scoring Stage 100%
• Dimensionality 50%
• Visual Inspection 50%
• Medical Application 50%
• Feature Space 50%

Computer Science

• empirical mode decomposition 100%
• hybrid genetic algorithm 100%
• Temporal Feature 50%
• Neural Network 50%
• Statistical Feature 50%
• Feature Space 50%
• back-propagation neural network 50%
• Medical Application 50%
• Dimensionality Reduction 50%
• Visual Inspection 50%