A Study on Facial Expression Change Detection Using Machine Learning Methods with Feature Selection Technique

Performance Analysis of Boosting Classifiers in Recognizing Activities of Daily Living

(2020) Saifur Rahman et al.   International Journal of Environmental Research and Public Health

Dissociating Cognitive Processes During Ambiguous Information Processing in Perceptual Decision-Making

(2020) Vladimir A. Maksimenko et al.   Frontiers in Behavioral Neuroscience

Parietal low beta rhythm provides a dynamical substrate for a working memory buffer

(2019) Alexandros Gelastopoulos et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Emotional Valence Modulates Low Beta Suppression and Recognition of Social Interactions

(2019) Monica B. Berntsen et al.   JOURNAL OF PSYCHOPHYSIOLOGY

ICLabel: An automated electroencephalographic independent component classifier, dataset, and website

(2019) Luca Pion-Tonachini et al.   NEUROIMAGE

Distinguishing mental attention states of humans via an EEG-based passive BCI using machine learning methods

(2019) Çiğdem İnan Acı et al.   EXPERT SYSTEMS WITH APPLICATIONS

An EEG-Based Brain Computer Interface for Emotion Recognition and Its Application in Patients with Disorder of Consciousness

(2019) Haiyun Huang et al.   IEEE Transactions on Affective Computing

Subject-based feature extraction by using fisher WPD-CSP in brain–computer interfaces

(2016) Banghua Yang et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

A Generalizable Brain-Computer Interface (BCI) Using Machine Learning for Feature Discovery

(2015) Ewan S. Nurse et al.   PLoS One

MIFS-ND: A mutual information-based feature selection method

(2014) N. Hoque et al.   EXPERT SYSTEMS WITH APPLICATIONS

Machine learning for neuroimaging with scikit-learn

(2014) Alexandre Abraham et al.   Frontiers in Neuroinformatics

An Expert System Based on Fisher Score and LS-SVM for Cardiac Arrhythmia Diagnosis

(2013) Ersen Yılmaz   Computational and Mathematical Methods in Medicine

Beta event-related desynchronization as an index of individual differences in processing human facial expression: further investigations of autistic traits in typically developing adults

(2013) Nicholas R. Cooper et al.   Frontiers in Human Neuroscience

Event-related synchronization of delta and beta oscillations reflects developmental changes in the processing of affective pictures during adolescence

(2013) Wenhai Zhang et al.   INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY

Facial emotion recognition in borderline personality disorder

(2012) A. R. Daros et al.   PSYCHOLOGICAL MEDICINE

Variable selection using random forests

(2010) Robin Genuer et al.   PATTERN RECOGNITION LETTERS

A comparative study of synchrony measures for the early diagnosis of Alzheimer's disease based on EEG

(2009) J. Dauwels et al.   NEUROIMAGE