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EEG-Based Emotion Recognition Using Frequency Domain Features and Support Vector Machines · Study

WorkEEG-Based Emotion Recognition Using Frequency Domain Features and Support Vector Machines

Xiao‐Wei Wang2011

Work2011

EEG-Based Emotion Recognition Using Frequency Domain Features and Support Vector Machines

Xiao‐Wei Wang · Dan Nie · Bao‐Liang Lu

273 citations·0/0 files stored·Lecture notes in computer science

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Emotion and Mood Recognition EEG and Brain-Computer Interfaces Gaze Tracking and Assistive Technology

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References

1994Measuring emotion: The self-assessment manikin and the semantic differential 1997Affective Computing 2001Toward machine emotional intelligence: analysis of affective physiological state 2004Emotion recognition system using short-term monitoring of physiological signals 2006Emotion Assessment: Arousal Evaluation Using EEG’s and Peripheral Physiological Signals 2011EEG-based emotion recognition during watching movies 1999EMOTION IN SPEECH: RECOGNITION AND APPLICATION TO CALL CENTERS

Cited by

2020Emotion Recognition From Multi-Channel EEG via Deep Forest 2013Real‐Time EEG‐Based Happiness Detection System 2021Recognition of human emotions using EEG signals: A review 2015Real-time EEG-based emotion monitoring using stable features 2017Optimal Feature Selection and Deep Learning Ensembles Method for Emotion Recognition From Human Brain EEG Sensors 2019Subject independent emotion recognition from EEG using VMD and deep learning 2021

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2019A Review, Current Challenges, and Future Possibilities on Emotion Recognition Using Machine Learning and Physiological Signalsarticle · 4 shared references 2012A survey of methods for data fusion and system adaptation using autonomic nervous system responses in physiological computingarticle · 4 shared references 2012Valence, arousal and dominance in the EEG during game playarticle · 4 shared references 2012Detecting Naturalistic Expressions of Nonbasic Affect Using Physiological Signalsarticle · 4 shared references 2019A Wearable In-Ear EEG Device for Emotion Monitoringarticle · 4 shared references 2009Towards emotion recognition from electroencephalographic signalsother · 4 shared references

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Year2011

Typeother

Published2011-01-01

VenueLecture notes in computer science

ISSN-L0302-9743

Languageen

Citations273

Files0 public / 0

ShelfEmotion and Mood Recognition

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doi10.1007/978-3-642-24955-6_87

openalex_workW1829924905

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EEG-based emotion recognition: Review of commercial EEG devices and machine learning techniques

2016ReliefF-Based EEG Sensor Selection Methods for Emotion Recognition