Design of subject independent 3D VAD emotion detection system using EEG signals and machine learning algorithms

•Use of EEG signals to facilitate the design of an emotionally efficient human–computer interface system.•Three subject-independent emotion detection systems: EDS1, EDS2, and EDS3, are designed.•Wavelet-based on Atomic Functions feature extraction technique is used to investigate the EEG signals.•Th...

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