Subject independent emotion recognition using EEG and physiological signals – a comparative study

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Vydané v:Applied computing & informatics
Hlavní autori: Arthanarisamy Ramaswamy, Manju Priya, Palaniswamy, Suja
Médium: Journal Article
Jazyk:English
Vydavateľské údaje: 29.09.2022
ISSN:2634-1964, 2210-8327
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Author Arthanarisamy Ramaswamy, Manju Priya
Palaniswamy, Suja
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Cites_doi 10.3390/s18051383
10.1016/j.cmpb.2016.12.005
10.1109/TAU.1967.1161901
10.3390/s20174723
10.1145/3332374
10.2307/2347628
10.1007/978-3-642-24955-6_87
10.1214/aos/1016218223
10.1109/TAFFC.2014.2339834
10.1002/brb3.2476
10.1109/t-affc.2011.15
10.1016/S0893-6080(05)80023-1
10.1007/978-1-4939-0742-7_8
10.1016/jinffus.2020.10.011
10.1016/j.neucom.2016.09.117
10.1109/TCYB.2020.2987575
10.2307/1415404
10.1007/s13042-019-01056-8
10.1007/s40846-019-00505-7
10.3390/s20185328
10.1016/j.neuroimage.2020.116728
10.1016/j.jksuci.2021.06.012
10.1109/ICCISc52257.2021.9484949
10.1007/s00500-018-03735-0
10.1007/s00530-017-0547-8
10.1016/0013-4694(73)90260-5
10.7717/peerj.4492
10.1109/access.2020.3023871
10.3390/fi11050105
10.1109/access.2019.2962085
10.1016/j.inffus.2018.10.009
10.1016/j.neubiorev.2018.11.003
10.1016/j.imavis.2017.01.012
10.3390/s20226535
10.1109/ICCISc52257.2021.9485024
10.1016/0013-4694(70)90143-4
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References key2022092806091422300_ref022
key2022092806091422300_ref044
key2022092806091422300_ref043
(key2022092806091422300_ref013) 2020; 20
(key2022092806091422300_ref036) 2018; 6
(key2022092806091422300_ref038) 2021; 51
(key2022092806091422300_ref001) 1965
(key2022092806091422300_ref025) 1970; 29
key2022092806091422300_ref002
(key2022092806091422300_ref032) 1992; 41
(key2022092806091422300_ref017) 2017; 65
(key2022092806091422300_ref012) 2020; 8
(key2022092806091422300_ref009) 2017; 140
(key2022092806091422300_ref005) 2020; 8
(key2022092806091422300_ref007) 2020; 15
(key2022092806091422300_ref006) 2019; 51
(key2022092806091422300_ref029) 2020; 214
(key2022092806091422300_ref004) 2020; 11
(key2022092806091422300_ref030) 2018; 95
(key2022092806091422300_ref011) 2020; 20
(key2022092806091422300_ref015) 2019; 23
(key2022092806091422300_ref031) 1995
(key2022092806091422300_ref014) 2017; 25
DEAP (key2022092806091422300_ref021) 2012; 3
(key2022092806091422300_ref020) 2016
(key2022092806091422300_ref035) 1992; 5
(key2022092806091422300_ref003) 1927; 39
(key2022092806091422300_ref041) 2021
(key2022092806091422300_ref023) 2014; 5
(key2022092806091422300_ref026) 1967; 15
(key2022092806091422300_ref046) 2021
key2022092806091422300_ref034
key2022092806091422300_ref037
(key2022092806091422300_ref045) 2019
(key2022092806091422300_ref010) 2020; 20
(key2022092806091422300_ref024) 1973; 34
(key2022092806091422300_ref042) 2021
(key2022092806091422300_ref033) 2013
(key2022092806091422300_ref019) 2020; 40
(key2022092806091422300_ref040) 2018; 18
(key2022092806091422300_ref018) 2021; 68
(key2022092806091422300_ref028) 2022; 12
(key2022092806091422300_ref008) 2017; 261
(key2022092806091422300_ref039) 2019; 11
(key2022092806091422300_ref016) 2020; 11
(key2022092806091422300_ref027) 1998
References_xml – ident: key2022092806091422300_ref043
  article-title: Spectral correlations in speaker-listener behavior during a focused duo conversation using EEG
– ident: key2022092806091422300_ref002
– volume: 18
  start-page: 1383
  year: 2018
  ident: key2022092806091422300_ref040
  article-title: Electroencephalography based fusion two-dimensional (2d)-convolution neural networks (CNN) model for emotion recognition system
  publication-title: Sensors (Switzerland)
  doi: 10.3390/s18051383
– volume: 140
  start-page: 93
  year: 2017
  ident: key2022092806091422300_ref009
  article-title: Recognition of emotions using multimodal physiological signals and an ensemble deep learning model
  publication-title: Computer Methods Programs Biomed
  doi: 10.1016/j.cmpb.2016.12.005
– volume: 15
  start-page: 70
  issue: 2
  year: 1967
  ident: key2022092806091422300_ref026
  article-title: The use of fast Fourier transform for the estimation of power spectra: a method based on time averaging over short, modified periodograms
  publication-title: IEEE Trans Audio Electroacoustics
  doi: 10.1109/TAU.1967.1161901
– volume: 20
  start-page: 4723
  year: 2020
  ident: key2022092806091422300_ref010
  article-title: Emotion assessment using feature fusion and decision fusion classification based on physiological data: are we there yet?
  publication-title: Sensors (Switzerland)
  doi: 10.3390/s20174723
– volume-title: The WEKA workbench. Online appendix for data mining: practical machine learning tools and techniques
  year: 2016
  ident: key2022092806091422300_ref020
– volume: 15
  start-page: 1
  year: 2020
  ident: key2022092806091422300_ref007
  article-title: Physiological signals-based emotion recognition via high-order correlation learning
  publication-title: ACM Trans Multimedia Comput Commun Appl
  doi: 10.1145/3332374
– volume: 41
  start-page: 191
  issue: 1
  year: 1992
  ident: key2022092806091422300_ref032
  article-title: Ridge estimators in logistic regression
  publication-title: Appl Stat
  doi: 10.2307/2347628
– ident: key2022092806091422300_ref022
  doi: 10.1007/978-3-642-24955-6_87
– volume-title: Additive logistic regression: a statistical view of boosting
  ident: key2022092806091422300_ref034
  doi: 10.1214/aos/1016218223
– volume-title: The expression of the emotions in man and animals
  year: 1965
  ident: key2022092806091422300_ref001
– volume: 5
  start-page: 327
  issue: 3
  year: 2014
  ident: key2022092806091422300_ref023
  article-title: Feature extraction and selection for emotion recognition from EEG
  publication-title: IEEE Trans Affective Comput
  doi: 10.1109/TAFFC.2014.2339834
– volume: 12
  issue: 2
  year: 2022
  ident: key2022092806091422300_ref028
  article-title: Variability of EEG electrode positions and their underlying brain regions: visualizing gel artifacts from a simultaneous EEG-fMRI dataset
  publication-title: Brain Behav
  doi: 10.1002/brb3.2476
– volume: 3
  start-page: 18
  year: 2012
  ident: key2022092806091422300_ref021
  article-title: A database for emotion analysis using physiological signals
  publication-title: IEEE Trans Affective Comput
  doi: 10.1109/t-affc.2011.15
– volume: 5
  start-page: 241
  year: 1992
  ident: key2022092806091422300_ref035
  article-title: Stacked generalization
  publication-title: Neural Networks
  doi: 10.1016/S0893-6080(05)80023-1
– ident: key2022092806091422300_ref037
  doi: 10.1007/978-1-4939-0742-7_8
– volume: 68
  start-page: 46
  year: 2021
  ident: key2022092806091422300_ref018
  article-title: End-to-end multimodal affect recognition in real-world environments
  publication-title: Inf Fusion
  doi: 10.1016/jinffus.2020.10.011
– ident: key2022092806091422300_ref044
  article-title: Computational analysis of EEG activity during stance and swing gait phases
– volume: 261
  start-page: 217
  year: 2017
  ident: key2022092806091422300_ref008
  article-title: Ensemble application of convolutional neural networks and multiple kernel learning for multimodal sentiment analysis
  publication-title: Neurocomputing
  doi: 10.1016/j.neucom.2016.09.117
– volume: 51
  start-page: 4386
  issue: 9
  year: 2021
  ident: key2022092806091422300_ref038
  article-title: Emotion recognition from multimodal physiological signals using a regularized deep fusion of kernel machine
  publication-title: IEEE Trans Cybernetics
  doi: 10.1109/TCYB.2020.2987575
– volume: 39
  start-page: 106
  year: 1927
  ident: key2022092806091422300_ref003
  article-title: The James–Lange theory of emotions: a critical examination and an alternative theory
  publication-title: The Am J Psychol
  doi: 10.2307/1415404
– volume: 11
  start-page: 923
  year: 2020
  ident: key2022092806091422300_ref004
  article-title: Emotion recognition using multimodal deep learning in multiple psychophysiological signals and video
  publication-title: Int J Machine Learn Cybernetics
  doi: 10.1007/s13042-019-01056-8
– start-page: 338
  year: 1995
  ident: key2022092806091422300_ref031
  article-title: Pat langley: estimating continuous distributions in bayesian classifiers
– volume: 40
  start-page: 149
  year: 2020
  ident: key2022092806091422300_ref019
  article-title: Emotion recognition from multimodal physiological signals for emotion aware healthcare systems
  publication-title: J Med Biol Eng
  doi: 10.1007/s40846-019-00505-7
– volume: 20
  start-page: 5328
  year: 2020
  ident: key2022092806091422300_ref013
  article-title: FusionSense: emotion classification using feature fusion of multimodal data and deep learning in a brain-inspired spiking neural network
  publication-title: Sensors (Switzerland)
  doi: 10.3390/s20185328
– volume: 214
  year: 2020
  ident: key2022092806091422300_ref029
  article-title: Interactions between emotion and action in the brain
  publication-title: NeuroImage
  doi: 10.1016/j.neuroimage.2020.116728
– volume-title: An introduction to statistical learning : with applications in R
  year: 2013
  ident: key2022092806091422300_ref033
– year: 2021
  ident: key2022092806091422300_ref042
  article-title: Emotion recognition from facial images with simultaneous occlusion, pose and illumination variations using meta-learning
  publication-title: J King Saud Univ - Computer Inf Sci
  doi: 10.1016/j.jksuci.2021.06.012
– start-page: 1
  year: 2021
  ident: key2022092806091422300_ref046
  article-title: Emotion recognition from facial expressions for 3D videos using siamese network
  doi: 10.1109/ICCISc52257.2021.9484949
– volume: 23
  start-page: 11817
  year: 2019
  ident: key2022092806091422300_ref015
  article-title: Design of a hierarchy modular neural network and its application in multimodal emotion recognition
  publication-title: Soft Comput
  doi: 10.1007/s00500-018-03735-0
– volume: 25
  start-page: 451
  year: 2017
  ident: key2022092806091422300_ref014
  article-title: Multimodal shared features learning for emotion recognition by enhanced sparse local discriminative canonical correlation analysis
  publication-title: Multimedia Syst
  doi: 10.1007/s00530-017-0547-8
– volume: 34
  start-page: 321
  issue: 3
  year: 1973
  ident: key2022092806091422300_ref024
  article-title: The physical significance of time domain descriptors in EEG analysis
  publication-title: Electroencephalography Clin Neurophysiol
  doi: 10.1016/0013-4694(73)90260-5
– volume: 6
  year: 2018
  ident: key2022092806091422300_ref036
  article-title: Electroencephalographic modulations during an open- or closed-eyes motor task
  publication-title: Peer J
  doi: 10.7717/peerj.4492
– volume: 8
  start-page: 168865
  year: 2020
  ident: key2022092806091422300_ref012
  article-title: Cross-subject multimodal emotion recognition based on hybrid fusion
  publication-title: IEEE Access
  doi: 10.1109/access.2020.3023871
– volume: 11
  start-page: 1
  year: 2019
  ident: key2022092806091422300_ref039
  article-title: Combining facial expressions and electroencephalography to enhance emotion recognition
  publication-title: Future Internet
  doi: 10.3390/fi11050105
– volume: 8
  start-page: 3265
  year: 2020
  ident: key2022092806091422300_ref005
  article-title: Multimodal emotion recognition based on ensemble convolutional neural network
  publication-title: IEEE Access
  doi: 10.1109/access.2019.2962085
– volume: 51
  start-page: 10
  year: 2019
  ident: key2022092806091422300_ref006
  article-title: Human emotion recognition using deep belief network architecture
  publication-title: Inf Fusion
  doi: 10.1016/j.inffus.2018.10.009
– volume: 11
  start-page: 923
  year: 2020
  ident: key2022092806091422300_ref016
  article-title: Emotion recognition using multimodal deep learning in multiple psychophysiological signals and video
  publication-title: Int J Machine Learn Cybernetics
  doi: 10.1007/s13042-019-01056-8
– volume: 95
  start-page: 528
  year: 2018
  ident: key2022092806091422300_ref030
  article-title: Emotional control, reappraised
  publication-title: Neurosci Biobehavioral Rev
  doi: 10.1016/j.neubiorev.2018.11.003
– volume: 65
  start-page: 66
  year: 2017
  ident: key2022092806091422300_ref017
  article-title: Video-based emotion recognition in the wild using deep transfer learning and score fusion
  publication-title: Image Vis Comput
  doi: 10.1016/j.imavis.2017.01.012
– volume: 20
  start-page: 1
  year: 2020
  ident: key2022092806091422300_ref011
  article-title: Can we ditch feature engineering? End-to end deep learning for affect recognition from physiological sensor data
  publication-title: Sensors (Switzerland)
  doi: 10.3390/s20226535
– start-page: 1
  year: 2021
  ident: key2022092806091422300_ref041
  article-title: Emotion recognition using one-shot learning for human-computer interactions
  doi: 10.1109/ICCISc52257.2021.9485024
– volume: 29
  start-page: 306
  issue: 3
  year: 1970
  ident: key2022092806091422300_ref025
  article-title: EEG analysis based on time domain properties
  publication-title: Electroencephalography Clin Neurophysiol
  doi: 10.1016/0013-4694(70)90143-4
– start-page: 1184
  year: 2019
  ident: key2022092806091422300_ref045
  article-title: Emotion recognition using feature-level fusion of facial expressions and body gestures
– volume-title: Correlation-based feature subset selection for machine learning
  year: 1998
  ident: key2022092806091422300_ref027
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