Affective computing
Comparison of extrasystolic ECG signal classifiers using discrete wavelet transforms
Pattern Recognition Letters
Expert Systems with Applications: An International Journal
Gait recognition for human identification based on ICA and fuzzy SVM through multiple views fusion
Pattern Recognition Letters
The random electrode selection ensemble for EEG signal classification
Pattern Recognition
Classification model for product form design using fuzzy support vector machines
Computers and Industrial Engineering
Detection of valvular heart disorders using wavelet packet decomposition and support vector machine
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
An efficient classifier to diagnose of schizophrenia based on the EEG signals
Expert Systems with Applications: An International Journal
Multi-class support vector machine for classification of the ultrasonic images of supraspinatus
Expert Systems with Applications: An International Journal
Analysis of spike-wave discharges in rats using discrete wavelet transform
Computers in Biology and Medicine
Automatic EEG signal classification for epilepsy diagnosis with Relevance Vector Machines
Expert Systems with Applications: An International Journal
Anatomy of a mobilized lesson: Learning my way
Computers & Education
Expert Systems with Applications: An International Journal
Automatic recognition of alertness level from EEG by using neural network and wavelet coefficients
Expert Systems with Applications: An International Journal
EEG signal classification using PCA, ICA, LDA and support vector machines
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Computers and Electronics in Agriculture
Automated ECG diagnostic P-wave analysis using wavelets
Computer Methods and Programs in Biomedicine
Fuzzy Support Vector Machine for bankruptcy prediction
Applied Soft Computing
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Computers and Operations Research
Relevance vector machine based infinite decision agent ensemble learning for credit risk analysis
Expert Systems with Applications: An International Journal
An introduction to kernel-based learning algorithms
IEEE Transactions on Neural Networks
A context-aware video prompt approach to improving students' in-field reflection levels
Computers & Education
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In this study, a human affective norm emotion and attention recognition system for U-learning systems is developed. Fifth graders in an elementary school were recruited as participants firstly to see some emotional pictures from the International Affective Picture System IAPS, and to do the attention test to obtain the affective information - electroencephalography EEG and electrocardiogram ECG for developing the affective norm recognition system of the study. These bio-physiology signals extract important features by using four types of linear Principal Component Analysis PCA to serve as the input variables for Support Vector Machine SVM model. The results of feature selection showed that factor analysis with covariance extraction method has higher accumulative variances than correlation extraction method. This study suggested that future researchers may try to adopt more non-linear feature selection methods in order to develop a high accuracy SVM-based emotion recognition system.