Cross-Subject EEG Feature Selection for Emotion Recognition Using Transfer Recursive Feature Elimination

Improving BCI-based emotion recognition by combining EEG feature selection and kernel classifiers

(2016) John Atkinson et al.   EXPERT SYSTEMS WITH APPLICATIONS

Determining Optimal Feature-Combination for LDA Classification of Functional Near-Infrared Spectroscopy Signals in Brain-Computer Interface Application

(2016) Noman Naseer et al.   Frontiers in Human Neuroscience

Analysis of physiological for emotion recognition with the IRS model

(2016) Chao Li et al.   NEUROCOMPUTING

An approach to EEG-based emotion recognition using combined feature extraction method

(2016) Yong Zhang et al.   NEUROSCIENCE LETTERS

Electroencephalogram-based emotion assessment system using ontology and data mining techniques

(2015) Jing Chen et al.   APPLIED SOFT COMPUTING

Reliable emotion recognition system based on dynamic adaptive fusion of forehead biopotentials and physiological signals

(2015) Mahdi Khezri et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Recognition of Mental Workload Levels Under Complex Human–Machine Collaboration by Using Physiological Features and Adaptive Support Vector Machines

(2015) Jianhua Zhang et al.   IEEE Transactions on Human-Machine Systems

Operator functional state classification using least-square support vector machine based recursive feature elimination technique

(2013) Zhong Yin et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

EEG-based emotion estimation using Bayesian weighted-log-posterior function and perceptron convergence algorithm

(2013) Hyun Joong Yoon et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Multimodal fusion framework: A multiresolution approach for emotion classification and recognition from physiological signals

(2013) Gyanendra K. Verma et al.   NEUROIMAGE

Analyzing the dynamics of emotional scene sequence using recurrent neuro-fuzzy network

(2012) Qing Zhang et al.   Cognitive Neurodynamics

Real time emotion aware applications: A case study employing emotion evocative pictures and neuro-physiological sensing enhanced by Graphic Processor Units

(2012) Evdokimos I. Konstantinidis et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

A comparison of univariate, vector, bilinear autoregressive, and band power features for brain–computer interfaces

(2011) Clemens Brunner et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Adaptive training using an artificial neural network and EEG metrics for within- and cross-task workload classification

(2011) Carryl L. Baldwin et al.   NEUROIMAGE

Cross-subject workload classification with a hierarchical Bayes model

(2011) Ziheng Wang et al.   NEUROIMAGE

The effects of day-to-day variability of physiological data on operator functional state classification

(2011) James C. Christensen et al.   NEUROIMAGE

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

A 3-D Audio-Visual Corpus of Affective Communication

(2010) Gabriele Fanelli et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Brain oscillations and BIS/BAS (behavioral inhibition/activation system) effects on processing masked emotional cues.

(2009) Michela Balconi et al.   INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY

Emotion recognition based on physiological changes in music listening

(2008) Jonghwa Kim et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A Survey of Affect Recognition Methods: Audio, Visual, and Spontaneous Expressions

(2008) Zhihong Zeng et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE