Statistical approach for a complex emotion recognition based on EEG features
This paper presents electroencephalogram (EEG) signals and normal distribution technique to recognize the complex emotion. In the recent years, there has been a trend towards recognizing human emotions, however not many researcher aware that human can recognize more than emotion at one time. T...
| Main Authors: | Dwi Handayani, Dini Oktarina, Yaacob, Hamwira Sakti, Abdul Rahman, Abdul Wahab, Alshaikhli, Imad Fakhri Taha |
|---|---|
| Format: | Proceeding Paper |
| Language: | English English |
| Published: |
The Institute of Electrical and Electronics Engineers, Inc.
2016
|
| Subjects: | |
| Online Access: | http://irep.iium.edu.my/50950/ http://irep.iium.edu.my/50950/1/50950_statistical_approach.pdf http://irep.iium.edu.my/50950/4/50950_Statistical%20approach%20for%20a%20complex%20emotion%20recognition%20based%20on%20EEG%20features_SCOPUS.pdf |
Similar Items
Recognition of emotions in video clips: the self-assessment manikin validation
by: Dwi Handayani, Dini Oktarina, et al.
Published: (2015)
by: Dwi Handayani, Dini Oktarina, et al.
Published: (2015)
Evaluation of feature extraction and classification techniques for EEG-based subject identification
by: Handayani, Dini Oktarina Dwi, et al.
Published: (2016)
by: Handayani, Dini Oktarina Dwi, et al.
Published: (2016)
CMAC-based computational model of affects (CCMA) for profiling emotion from EEG signals
by: Yaacob, Hamwira Sakti, et al.
Published: (2014)
by: Yaacob, Hamwira Sakti, et al.
Published: (2014)
Emotion and mood recognition in response to video
by: Dwi Handayani, Dini Oktarina, et al.
Published: (2015)
by: Dwi Handayani, Dini Oktarina, et al.
Published: (2015)
Investment decisions based on EEG emotion recognition
by: Mat Razi, Nurul Izzati, et al.
Published: (2017)
by: Mat Razi, Nurul Izzati, et al.
Published: (2017)
Emotion recognition model using source-temporal features and fuzzy
by: Shams, Wafa Khazal, et al.
Published: (2013)
by: Shams, Wafa Khazal, et al.
Published: (2013)
EEG emotion recognition based on the dimensional models of emotions
by: Othman, Marini, et al.
Published: (2013)
by: Othman, Marini, et al.
Published: (2013)
Emotional profiling through supervised machine learning of interrupted EEG interpolation
by: Yaacob, Hamwira Sakti, et al.
Published: (2019)
by: Yaacob, Hamwira Sakti, et al.
Published: (2019)
EEG-based emotion recognition in the investment activities
by: Mat Razi, Nurul Izzati, et al.
Published: (2016)
by: Mat Razi, Nurul Izzati, et al.
Published: (2016)
EEG-based emotion recognition while listening to Quran recitation compared with relaxing music using Valence-arousal model
by: Al-Galal, Sabaa Ahmed Yahya, et al.
Published: (2016)
by: Al-Galal, Sabaa Ahmed Yahya, et al.
Published: (2016)
Emotion detection using physiological signals EEG & ECG
by: AlzeerAlhouseini, Amjad M.R., et al.
Published: (2016)
by: AlzeerAlhouseini, Amjad M.R., et al.
Published: (2016)
Extracting features using computational cerebellar model for emotion classification
by: Yaacob, Hamwira Sakti, et al.
Published: (2013)
by: Yaacob, Hamwira Sakti, et al.
Published: (2013)
Computational modeling of mood from sequence of emotions
by: Dwi Handayani, Dini Oktarina, et al.
Published: (2015)
by: Dwi Handayani, Dini Oktarina, et al.
Published: (2015)
Classification of EEG correlates on emotion using features from Gaussian mixtures of EEG spectrogram
by: Khosrowabadi, Reza, et al.
Published: (2011)
by: Khosrowabadi, Reza, et al.
Published: (2011)
Perceiving stress on affective state based on features from EEG
by: Muhd Adnan, Hafizuddin, et al.
Published: (2017)
by: Muhd Adnan, Hafizuddin, et al.
Published: (2017)
Revolving traditional EEG device into mobile architecture
by: Muhd Adnan, Hafizuddin, et al.
Published: (2016)
by: Muhd Adnan, Hafizuddin, et al.
Published: (2016)
CMAC-Based Computational Model of Affects (CCMA) from self-organizing feature mapping weights for classification of
emotion using EEG signals
by: Yaacob, Hamwira Sakti, et al.
Published: (2015)
by: Yaacob, Hamwira Sakti, et al.
Published: (2015)
Emotion recognition using electroencephalogram signal
by: Mohammad Yosi, Aqila Nur Nadira, et al.
Published: (2019)
by: Mohammad Yosi, Aqila Nur Nadira, et al.
Published: (2019)
A study on the effects of EEG and ECG signals while listening to Qur'an recitation
by: Alshaikhli, Imad Fakhri Taha, et al.
Published: (2014)
by: Alshaikhli, Imad Fakhri Taha, et al.
Published: (2014)
Automatic emotion recognition based on EEG and ECG signals while listening to quranic recitation compared with listening to music
by: Ahmed Yahya Al-Galal, Sabaa, et al.
Published: (2016)
by: Ahmed Yahya Al-Galal, Sabaa, et al.
Published: (2016)
Classification of EEG signals using MLP based on categorical and dimensional perceptions of emotions.
by: Yaacob, Hamwira Sakti, et al.
Published: (2013)
by: Yaacob, Hamwira Sakti, et al.
Published: (2013)
Concept of frames discarding and multiplexing efficiency
by: Shah, Asadullah, et al.
Published: (2011)
by: Shah, Asadullah, et al.
Published: (2011)
Energy ad a criterion for frame discarding and multiplexing efissiency
by: Shah, Asadullah, et al.
Published: (2011)
by: Shah, Asadullah, et al.
Published: (2011)
LPC envelope difference criterion and multiplexing efficiency
by: Shah, Asadullah, et al.
Published: (2011)
by: Shah, Asadullah, et al.
Published: (2011)
Networking issue
by: Shah, Asadullah, et al.
Published: (2011)
by: Shah, Asadullah, et al.
Published: (2011)
Cyclic frame discarding multiplexer design
by: Shah, Asadullah, et al.
Published: (2011)
by: Shah, Asadullah, et al.
Published: (2011)
Statistical analysis of the eSTREAM competition winners
by: Mohamed Eljadi, Fardous, et al.
Published: (2016)
by: Mohamed Eljadi, Fardous, et al.
Published: (2016)
Computational model of affective states profiling using commercial 14-channel wireless EEG
by: Yaacob, Hamwira Sakti, et al.
Published: (2015)
by: Yaacob, Hamwira Sakti, et al.
Published: (2015)
Brain Topographic Mapping of Emotions using Computational Cerebellum
by: Yaacob, Hamwira Sakti, et al.
Published: (2013)
by: Yaacob, Hamwira Sakti, et al.
Published: (2013)
EEG emotion recognition using features of Mel Frequency Cepstral Coefficients
by: Othman, Marini, et al.
Published: (2011)
by: Othman, Marini, et al.
Published: (2011)
EEG signals for emotion recognition
by: Abdul Rahman, Abdul Wahab, et al.
Published: (2010)
by: Abdul Rahman, Abdul Wahab, et al.
Published: (2010)
EEG emotion recognition system
by: Ma, Li Ya, et al.
Published: (2009)
by: Ma, Li Ya, et al.
Published: (2009)
Pornography addiction detection based on Neurophysiological computational approach
by: Kamaruddin, Norhaslinda, et al.
Published: (2018)
by: Kamaruddin, Norhaslinda, et al.
Published: (2018)
Systematic review of computational modeling of mood and emotion
by: Handayani, Dini, et al.
Published: (2014)
by: Handayani, Dini, et al.
Published: (2014)
Emotion recognition using EEG signals
by: Abdul Aziz, Normaziah, et al.
Published: (2011)
by: Abdul Aziz, Normaziah, et al.
Published: (2011)
Malay online virtual integrated corpus (MOVIC): A systematic review
by: Awang Abu Bakar, Normi Sham, et al.
Published: (2018)
by: Awang Abu Bakar, Normi Sham, et al.
Published: (2018)
Design and development of the FMCW Radar Scene Generator
by: Dwi Handayani, Dini Oktarina, et al.
Published: (2012)
by: Dwi Handayani, Dini Oktarina, et al.
Published: (2012)
Identification of vessel anomaly behavior using support vector machines and Bayesian networks
by: Dwi Handayani, Dini Oktarina, et al.
Published: (2014)
by: Dwi Handayani, Dini Oktarina, et al.
Published: (2014)
Online feature selection based on input significance analysis (ISA) for evolving connectionist systems (ECos)
by: Hassan, Raini, et al.
Published: (2017)
by: Hassan, Raini, et al.
Published: (2017)
An adequate approach to image retrieval based on local level feature extraction
by: Muhammad Hidayat Khan, Sumaira, et al.
Published: (2015)
by: Muhammad Hidayat Khan, Sumaira, et al.
Published: (2015)
Similar Items
-
Recognition of emotions in video clips: the self-assessment manikin validation
by: Dwi Handayani, Dini Oktarina, et al.
Published: (2015) -
Evaluation of feature extraction and classification techniques for EEG-based subject identification
by: Handayani, Dini Oktarina Dwi, et al.
Published: (2016) -
CMAC-based computational model of affects (CCMA) for profiling emotion from EEG signals
by: Yaacob, Hamwira Sakti, et al.
Published: (2014) -
Emotion and mood recognition in response to video
by: Dwi Handayani, Dini Oktarina, et al.
Published: (2015) -
Investment decisions based on EEG emotion recognition
by: Mat Razi, Nurul Izzati, et al.
Published: (2017)