EEG-based emotion recognition using tunable Q wavelet transform and rotation forest ensemble classifier

A multilevel paradigm for deep convolutional neural network features selection with an application to human gait recognition

(2020) Habiba Arshad et al.   EXPERT SYSTEMS

Microscopic brain tumor detection and classification using 3D CNN and feature selection architecture

(2020) Amjad Rehman et al.   MICROSCOPY RESEARCH AND TECHNIQUE

Automated design for recognition of blood cells diseases from hematopathology using classical features selection and ELM

(2020) Muhammad Attique Khan et al.   MICROSCOPY RESEARCH AND TECHNIQUE

A framework of human action recognition using length control features fusion and weighted entropy-variances based feature selection

(2020) Farhat Afza et al.   IMAGE AND VISION COMPUTING

A data partitioning method for increasing ensemble diversity of an eSVM-based P300 speller

(2018) Yu-Ri Lee et al.   Biomedical Signal Processing and Control

Brain signal based human emotion analysis by circular back propagation and Deep Kohonen Neural Networks

(2018) D. Jude Hemanth et al.   COMPUTERS & ELECTRICAL ENGINEERING

An analysis of smartphone overuse recognition in terms of emotions using brainwaves and deep learning

(2018) Seul-Kee Kim et al.   NEUROCOMPUTING

Emotion Analysis for Personality Inference from EEG Signals

(2018) Guozhen Zhao et al.   IEEE Transactions on Affective Computing

ASCERTAIN: Emotion and Personality Recognition Using Commercial Sensors

(2018) Ramanathan Subramanian et al.   IEEE Transactions on Affective Computing

EEG-Based Emotion Recognition Using Hierarchical Network With Subnetwork Nodes

(2018) Yimin Yang et al.   IEEE Transactions on Cognitive and Developmental Systems

Emotion recognition based on time–frequency distribution of EEG signals using multivariate synchrosqueezing transform

(2018) Ahmet Mert et al.   DIGITAL SIGNAL PROCESSING

EEG-Based Emotion Recognition Using Quadratic Time-Frequency Distribution

(2018) Rami Alazrai et al.   SENSORS

EEG spectral powers and source localization in depressing, sad, and fun music videos focusing on gender differences

(2018) Atefeh Goshvarpour et al.   Cognitive Neurodynamics

Credit scoring for a microcredit data set using the synthetic minority oversampling technique and ensemble classifiers

(2018) Adaleta Gicić et al.   EXPERT SYSTEMS

Human emotion recognition using deep belief network architecture

(2018) Mohammad Mehedi Hassan et al.   Information Fusion

A Fast, Efficient Domain Adaptation Technique for Cross-Domain Electroencephalography(EEG)-Based Emotion Recognition

(2017) Xin Chai et al.   SENSORS

Real-Time Movie-Induced Discrete Emotion Recognition from EEG Signals

(2017) Yong-Jin Liu et al.   IEEE Transactions on Affective Computing

Human Emotion Recognition with Electroencephalographic Multidimensional Features by Hybrid Deep Neural Networks

(2017) Youjun Li et al.   Applied Sciences-Basel

Concentration on performance with P300-based BCI systems: A matter of interface features

(2016) Leandro da Silva-Sauer et al.   APPLIED ERGONOMICS

Hemispheric asymmetry non-linear analysis of EEG during emotional responses from idiopathic Parkinson’s disease patients

(2016) R. Yuvaraj et al.   Cognitive Neurodynamics

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

(2016) Yong Zhang et al.   NEUROSCIENCE LETTERS

A real-time classification algorithm for EEG-based BCI driven by self-induced emotions

(2015) Daniela Iacoviello et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

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

Effect of Multiscale PCA De-noising in ECG Beat Classification for Diagnosis of Cardiovascular Diseases

(2014) Emina Alickovic et al.   CIRCUITS SYSTEMS AND SIGNAL PROCESSING

Classification of cardiac sound signals using constrained tunable-Q wavelet transform

(2014) Shivnarayan Patidar et al.   EXPERT SYSTEMS WITH APPLICATIONS

Classification of emotions induced by music videos and correlation with participants’ rating

(2014) Syed Naser Daimi et al.   EXPERT SYSTEMS WITH APPLICATIONS

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

Wavelet Transform With Tunable Q-Factor

(2011) Ivan W. Selesnick   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Combining cluster analysis with classifier ensembles to predict financial distress

(2011) Chih-Fong Tsai   Information Fusion

DEAP: A Database for Emotion Analysis ;Using Physiological Signals

(2011) S. Koelstra 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

Frequency-Domain Design of Overcomplete Rational-Dilation Wavelet Transforms

(2009) Ilker Bayram et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

BCI Competition III: Dataset II- Ensemble of SVMs for BCI P300 Speller

(2008) Alain Rakotomamonjy et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING