Combining Spatial Filtering and Wavelet Transform for Classifying Human Emotions Using EEG Signals

A theory for multiresolution signal decomposition: the wavelet representation

Stéphane Mallat · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1989 · 21.1K citations

Arts, Vision Science, Biomedical Signal Processing +16

Removing electroencephalographic artifacts by blind source separation

Tzyy‐Ping Jung, Scott Makeig, Colin Humphries et al. · Psychophysiology · 2000 · 3.2K citations

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Emotion recognition in human-computer interaction

Roddy Cowie, Ellen Douglas‐Cowie, Nicolas Tsapatsoulis et al. · IEEE Signal Processing Magazine · 2001 · 2.6K citations · Full text

Computing, Linguistics, Psychology +17

Optimizing Spatial filters for Robust EEG Single-Trial Analysis

Benjamin Blankertz, Ryota Tomioka, Steven Lemm et al. · IEEE Signal Processing Magazine · 2008 · 2.1K citations

Engineering, Computer Science, Neuroscience +17

Emotion recognition system using short-term monitoring of physiological signals

Kyung Hwan Kim, Seok Won Bang, S. R. Kim · Medical & Biological Engineering & Computing · 2004 · 937 citations

Education, Biomedical Engineering, Physiology +16