Combining Inter-Subject Modeling with a Subject-Based Data Transformation to Improve Affect Recognition from EEG Signals
Published 2019 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Combining Inter-Subject Modeling with a Subject-Based Data Transformation to Improve Affect Recognition from EEG Signals
Authors
Keywords
-
Journal
SENSORS
Volume 19, Issue 13, Pages 2999
Publisher
MDPI AG
Online
2019-07-08
DOI
10.3390/s19132999
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Automated Recognition of Epileptic EEG States Using a Combination of Symlet Wavelet Processing, Gradient Boosting Machine, and Grid Search Optimizer
- (2019) Xiashuang Wang et al. SENSORS
- MoSa: A Modeling and Sentiment Analysis System for Mobile Application Big Data
- (2019) Yaocheng Zhang et al. Symmetry-Basel
- Removal of Artifacts from EEG Signals: A Review
- (2019) Xiao Jiang et al. SENSORS
- 3D CNN-Based Speech Emotion Recognition Using K-Means Clustering and Spectrograms
- (2019) Noushin Hajarolasvadi et al. Entropy
- A Review on Automatic Facial Expression Recognition Systems Assisted by Multimodal Sensor Data
- (2019) Samadiani et al. SENSORS
- A Feature Extraction Method Based on Differential Entropy and Linear Discriminant Analysis for Emotion Recognition
- (2019) Dong-Wei Chen et al. SENSORS
- Emotion Recognition from Multiband EEG Signals Using CapsNet
- (2019) Hao Chao et al. SENSORS
- An Unsupervised Method for Artefact Removal in EEG Signals
- (2019) Angel Mur et al. SENSORS
- Use of Multiple EEG Features and Artificial Neural Network to Monitor the Depth of Anesthesia
- (2019) Yue Gu et al. SENSORS
- Sentiment analysis using EEG activities for suicidology
- (2018) Dilip K. Prasad et al. EXPERT SYSTEMS WITH APPLICATIONS
- An approach to EEG-based gender recognition using entropy measurement methods
- (2018) Jianfeng Hu KNOWLEDGE-BASED SYSTEMS
- Integration of 24 Feature Types to Accurately Detect and Predict Seizures Using Scalp EEG Signals
- (2018) Yinda Zhang et al. SENSORS
- A Review of Emotion Recognition Using Physiological Signals
- (2018) Lin Shu et al. SENSORS
- DREAMER: A Database for Emotion Recognition Through EEG and ECG Signals From Wireless Low-cost Off-the-Shelf Devices
- (2018) Stamos Katsigiannis et al. IEEE Journal of Biomedical and Health Informatics
- Exploring EEG Features in Cross-Subject Emotion Recognition
- (2018) Xiang Li et al. Frontiers in Neuroscience
- Emotion Recognition Based on Multichannel Physiological Signals with Comprehensive Nonlinear Processing
- (2018) Xingxing Zhang et al. SENSORS
- EEG-Based Identity Authentication Framework Using Face Rapid Serial Visual Presentation with Optimized Channels
- (2018) Ying Zeng et al. SENSORS
- Group-level spatio-temporal pattern recovery in MEG decoding using multi-task joint feature learning
- (2017) Seyed Mostafa Kia et al. JOURNAL OF NEUROSCIENCE METHODS
- Adding sensor-free intention-based affective support to an Intelligent Tutoring System
- (2017) Miguel Arevalillo-Herráez et al. KNOWLEDGE-BASED SYSTEMS
- Fusing highly dimensional energy and connectivity features to identify affective states from EEG signals
- (2017) Pablo Arnau-González et al. NEUROCOMPUTING
- On the Usability of Electroencephalographic Signals for Biometric Recognition: A Survey
- (2017) Su Yang et al. IEEE Transactions on Human-Machine Systems
- Improving BCI-based emotion recognition by combining EEG feature selection and kernel classifiers
- (2016) John Atkinson et al. EXPERT SYSTEMS WITH APPLICATIONS
- CEREBRE: A Novel Method for Very High Accuracy Event-Related Potential Biometric Identification
- (2016) Maria V. Ruiz-Blondet et al. IEEE Transactions on Information Forensics and Security
- Automatic diagnosis of alcohol use disorder using EEG features
- (2016) Wajid Mumtaz et al. KNOWLEDGE-BASED SYSTEMS
- Brainprint: Assessing the uniqueness, collectability, and permanence of a novel method for ERP biometrics
- (2015) Blair C. Armstrong et al. NEUROCOMPUTING
- EEG-Based Emotion Recognition Using Deep Learning Network with Principal Component Based Covariate Shift Adaptation
- (2014) Suwicha Jirayucharoensak et al. TheScientificWorldJOURNAL
- Feature Extraction and Selection for Emotion Recognition from EEG
- (2014) Robert Jenke et al. IEEE Transactions on Affective Computing
- The urban brain: analysing outdoor physical activity with mobile EEG
- (2013) Peter Aspinall et al. BRITISH JOURNAL OF SPORTS MEDICINE
- A Review on the Computational Methods for Emotional State Estimation from the Human EEG
- (2013) Min-Ki Kim et al. Computational and Mathematical Methods in Medicine
- Real-Time Mental Arithmetic Task Recognition From EEG Signals
- (2013) Qiang Wang et al. IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING
- Emotional state classification from EEG data using machine learning approach
- (2013) Xiao-Wei Wang et al. NEUROCOMPUTING
- Real-Time EEG-Based Happiness Detection System
- (2013) Noppadon Jatupaiboon et al. TheScientificWorldJOURNAL
- Adaptive Emotional Information Retrieval From EEG Signals in the Time-Frequency Domain
- (2012) Panagiotis C. Petrantonakis et al. IEEE TRANSACTIONS ON SIGNAL PROCESSING
- Categorical and dimensional affect analysis in continuous input: Current trends and future directions
- (2012) Hatice Gunes et al. IMAGE AND VISION COMPUTING
- A Novel Emotion Elicitation Index Using Frontal Brain Asymmetry for Enhanced EEG-Based Emotion Recognition
- (2011) P. C. Petrantonakis et al. IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE
- A Multimodal Database for Affect Recognition and Implicit Tagging
- (2011) M. Soleymani et al. IEEE Transactions on Affective Computing
- DEAP: A Database for Emotion Analysis ;Using Physiological Signals
- (2011) S. Koelstra et al. IEEE Transactions on Affective Computing
- EEG-Based Emotion Recognition in Music Listening
- (2010) Yuan-Pin Lin et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- Unknown
- (2010) Murugappan Murugappan Journal of Medical and Biological Engineering
- Affect Detection: An Interdisciplinary Review of Models, Methods, and Their Applications
- (2010) Rafael A Calvo et al. IEEE Transactions on Affective Computing
- Emotion Recognition From EEG Using Higher Order Crossings
- (2009) P.C. Petrantonakis et al. IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE
- A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions
- (2008) Zhihong Zeng et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
Become a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get StartedAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started