Performance Comparison of Convolutional and Multiclass Neural Network for Learning Style Detection from Facial Images.
F. L. GamboGregory M. WajigaLiyana ShuibEtemi Joshua GarbaAisha A. AbdullahiDesmond Bala BisanduPublished in: EAI Endorsed Trans. Scalable Inf. Syst. (2022)
Keyphrases
- multi class
- facial images
- learning styles
- object detection
- neural network
- face detection
- human faces
- face recognition
- facial expressions
- detection method
- learning experience
- learning preferences
- multiclass classification
- image database
- learning process
- multiclass problems
- multiple classes
- detection algorithm
- facial features
- support vector machine
- feature selection
- binary classification
- cost sensitive
- base classifiers
- binary classifiers
- perceptron algorithm
- pairwise
- multiclass support vector machines
- error correcting output codes
- data sets
- image retrieval
- least squares
- reinforcement learning
- multiclass learning