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Evaluating Classifiers for Emotion Recognition Using EEG · Study

WorkEvaluating Classifiers for Emotion Recognition Using EEG

Ahmad Tauseef Sohaib2013

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Workbronze2013

Evaluating Classifiers for Emotion Recognition Using EEG

Ahmad Tauseef Sohaib · Shahnawaz Qureshi · Johan Hagelbäck · Olle Hilborn · Petar Jerčić

103 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

2005International affective picture system (IAPS) : affective ratings of pictures and instruction manual 2001Toward machine emotional intelligence: analysis of affective physiological state 2003Real-Time Assessment of Mental Workload Using Psychophysiological Measures and Artificial Neural Networks 2004Emotion recognition from physiological signals using wireless sensors for presence technologies 2006An empirical study of machine learning techniques for affect recognition in human–robot interaction 2010Real-Time EEG-Based Human Emotion Recognition and Visualization 2008Emotion recognition using brain activity 2010Emotion Recognition from Brain Signals Using Hybrid Adaptive Filtering and Higher Order Crossings Analysis

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2020Emotion Recognition Using Three-Dimensional Feature and Convolutional Neural Network from Multichannel EEG Signals 2015Deep learninig of EEG signals for emotion recognition 2021EEG-based emotion recognition in an immersive virtual reality environment: From local activity to brain network features 2014EEG-based subject-dependent emotion recognition algorithm using fractal dimension

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2010Emotion Recognition from Brain Signals Using Hybrid Adaptive Filtering and Higher Order Crossings Analysisarticle · 4 shared references 2012A survey of methods for data fusion and system adaptation using autonomic nervous system responses in physiological computingarticle · 4 shared references 2016The Psychophysiology Primer: A Guide to Methods and a Broad Review with a Focus on Human–Computer Interactionarticle · 4 shared references 2005An empirical study of machine learning techniques for affect recognition in human-robot interactionother · 4 shared references 2006An empirical study of machine learning techniques for affect recognition in human–robot interactionarticle · 3 shared references 2019Feature Extraction and Selection for Emotion Recognition from Electrodermal Activityarticle · 3 shared references

Details

Year2013

Typeother

Published2013-01-01

VenueLecture notes in computer science

ISSN-L0302-9743

Languageen

Citations103

Files0 public / 0

ShelfEmotion and Mood Recognition

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doi10.1007/978-3-642-39454-6_53

openalex_workW1542123009

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2019

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