Semi-Supervised Cross-Subject Emotion Recognition Based on Stacked Denoising Autoencoder Architecture Using a Fusion of Multi-Modal Physiological Signals - Luo, Junhai; Tian, Yuxin; Yu, Hang; Chen, Yu; Wu, Man (Entropy (Basel, Switzerland), 2022)
Keywords: Accuracy; Algorithms; Arousal; Artificial intelligence; Classification; Computer science; Datasets; DEAP dataset; Deep learning; Discriminant analysis; electroencephalogram (EEG); Electroencephalography; Emotion recognition; Emotional factors; Emotions; Experiments; Feature extraction; Machine learning; multi-source fusion; Neural networks; Neurosciences; Noise reduction; Physiology; stacked denoising autoencoder; Support vector machines; Training; unsupervised representation learning; Wavelet transforms; stacked denoising autoencoder; emotion recognition; unsupervised representation learning; electroencephalogram (EEG); multi-source fusion; DEAP dataset