Improving the accuracy of EEG emotion recognition by combining valence lateralization and ensemble learning with tuning parameters

Random Forests

Leo Breiman · Machine Learning · 2001 · 119.3K citations · Full text

Measuring emotion: The self-assessment manikin and the semantic differential

Margaret M. Bradley, Peter J. Lang · Journal of Behavior Therapy and Experimental Psychiatry · 1994 · 9.2K citations

Affective Variable, Affective Neuroscience, Empathy +7

DEAP: A Database for Emotion Analysis ;Using Physiological Signals

Sander Koelstra, Christian Mühl, Mohammad Soleymani et al. · IEEE Transactions on Affective Computing · 2011 · 4.6K citations · Full text

Neuropsychology, Affective Design, Affective Neuroscience +19

Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks

Wei‐Long Zheng, Bao‐Liang Lu · IEEE Transactions on Autonomous Mental Development · 2015 · 2.2K citations

Engineering, Machine Learning, Deep Belief Networks +21

Approach to an irregular time series on the basis of the fractal theory

Tomoyuki Higuchi · Physica D Nonlinear Phenomena · 1988 · 2.1K citations

Fractal Theory, Chaos Theory, Fourier Analysis +4