A novel ensemble learning method using multiple objective particle swarm optimization for subject-independent EEG-based emotion recognition

Automated accurate emotion recognition system using rhythm-specific deep convolutional neural network technique with multi-channel EEG signals

(2021) Daksh Maheshwari et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Strengthen EEG-based emotion recognition using firefly integrated optimization algorithm

(2020) Hong He et al.   APPLIED SOFT COMPUTING

Multi-channel EEG-based emotion recognition via a multi-level features guided capsule network

(2020) Yu Liu et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Locally robust EEG feature selection for individual-independent emotion recognition

(2020) Zhong Yin et al.   EXPERT SYSTEMS WITH APPLICATIONS

Facial expression distribution prediction based on surface electromyography

(2020) Xugang Xi et al.   EXPERT SYSTEMS WITH APPLICATIONS

Unsupervised emotional state classification through physiological parameters for social robotics applications

(2019) Laura Fiorini et al.   KNOWLEDGE-BASED SYSTEMS

Multimodal Depression Detection: Fusion of Electroencephalography and Paralinguistic Behaviors Using a Novel Strategy for Classifier Ensemble

(2019) Xiaowei Zhang et al.   IEEE Journal of Biomedical and Health Informatics

Attention Recognition in EEG-Based Affective Learning Research Using CFS+KNN Algorithm

(2018) Bin Hu et al.   IEEE-ACM Transactions on Computational Biology and Bioinformatics

New Fault Recognition Method for Rotary Machinery Based on Information Entropy and a Probabilistic Neural Network

(2018) Quansheng Jiang et al.   SENSORS

EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks

(2018) Tengfei Song et al.   IEEE Transactions on Affective Computing

Domain Adaptation Techniques for EEG-based Emotion Recognition: A Comparative Study on Two Public Datasets

(2018) Zirui Lan et al.   IEEE Transactions on Cognitive and Developmental Systems

A real-time wearable emotion detection headband based on EEG measurement

(2017) Yang Wei et al.   SENSORS AND ACTUATORS A-PHYSICAL

Affective Recognition in Dynamic and Interactive Virtual Environments

(2017) Mohammadhossein Moghimi et al.   IEEE Transactions on Affective Computing

Emotions Recognition Using EEG Signals: A Survey

(2017) Soraia M. Alarcao et al.   IEEE Transactions on Affective Computing

Identifying Stable Patterns over Time for Emotion Recognition from EEG

(2017) Wei-Long Zheng et al.   IEEE Transactions on Affective Computing

Optimal Feature Selection and Deep Learning Ensembles Method for Emotion Recognition From Human Brain EEG Sensors

(2017) Raja Majid Mehmood et al.   IEEE Access

Application of entropies for automated diagnosis of epilepsy using EEG signals: A review

(2015) U. Rajendra Acharya et al.   KNOWLEDGE-BASED SYSTEMS

Investigating Critical Frequency Bands and Channels for EEG-Based Emotion Recognition with Deep Neural Networks

(2015) Wei-Long Zheng et al.   IEEE Transactions on Autonomous Mental Development

Multi-task and multi-view learning of user state

(2014) Melih Kandemir et al.   NEUROCOMPUTING

Feature Extraction and Selection for Emotion Recognition from EEG

(2014) Robert Jenke et al.   IEEE Transactions on Affective Computing

Transsituational Individual-Specific Biopsychological Classification of Emotions

(2013) Steffen Walter et al.   IEEE Transactions on Systems Man Cybernetics-Systems

Affective Body Expression Perception and Recognition: A Survey

(2012) Andrea Kleinsmith 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

Emotion Recognition of Affective Speech Based on Multiple Classifiers Using Acoustic-Prosodic Information and Semantic Labels

(2010) Chung-Hsien Wu et al.   IEEE Transactions on Affective Computing