Affective recognition from EEG signals: an integrated data-mining approach

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

Towards emotion recognition for virtual environments: an evaluation of eeg features on benchmark dataset

(2017) M. L. R. Menezes et al.   Personal and Ubiquitous Computing

Toward a brain-based componential semantic representation

(2016) Jeffrey R. Binder et al.   COGNITIVE NEUROPSYCHOLOGY

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

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

Attentional bias for positive emotional stimuli: A meta-analytic investigation.

(2016) Eva Pool et al.   PSYCHOLOGICAL BULLETIN

Real-time EEG-based emotion monitoring using stable features

(2015) Zirui Lan et al.   VISUAL COMPUTER

DECAF: MEG-Based Multimodal Database for Decoding Affective Physiological Responses

(2015) Mojtaba Khomami Abadi et al.   IEEE Transactions on Affective Computing

Feature selection by multi-objective optimisation: Application to network anomaly detection by hierarchical self-organising maps

(2014) Emiro de la Hoz et al.   KNOWLEDGE-BASED SYSTEMS

EEG-Based Emotion Recognition Using Deep Learning Network with Principal Component Based Covariate Shift Adaptation

(2014) Suwicha Jirayucharoensak et al.   TheScientificWorldJOURNAL

Real-Time Mental Arithmetic Task Recognition From EEG Signals

(2013) Qiang Wang et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

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 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

Rule extraction from support vector machines: A review

(2010) Nahla Barakat et al.   NEUROCOMPUTING

Optimal Arousal Identification and Classification for Affective Computing Using Physiological Signals: Virtual Reality Stroop Task

(2010) Dongrui Wu et al.   IEEE Transactions on Affective Computing

Emotion recognition based on physiological changes in music listening

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

An affective circumplex model of neural systems subserving valence, arousal, and cognitive overlay during the appraisal of emotional faces

(2008) Andrew J. Gerber et al.   NEUROPSYCHOLOGIA