An Estimation of PCA Feature Extraction in EEG-based Emotion Prediction with Support Vector Machines
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Publisher
Springer Nature Singapore
Link
https://link.springer.com/content/pdf/10.1007/978-981-16-6289-8_53
Reference14 articles.
1. Kim M-K, Kim M, Oh E, Kim S-P (2013) A review on the computational methods for emotional state estimation from the human EEG. Comput Math Methods Med 2013:1–13
2. Mohammadi Z, Frounchi J, Amiri M (2016) Wavelet-based emotion recognition system using EEG signal. Neural Comput Appl 28:1–6
3. Alarcão SM, Fonseca MJ (2017) Emotions recognition using EEG signals: a survey. IEEE Trans Affective Comput, 99
4. Li M, Xu H, Liu X, Lu S (2018) Emotion recognition from multichannel EEG signals using K-nearest neighbor classification. Technol Health Care 26:S509–S519
5. Chakraborty A, Konar A, Chakraborty UK, Chatterjee A (2009) Emotion recognition from facial expressions and its control using fuzzy logic. IEEE Trans Syst Man Cybern-Part A: Syst Humans 39(4):726–743
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