Developing Novel Robust Loss Functions-Based Classification Layers for DLLSTM Neural Networks.
Mohamad Abou HouranMohamed Hassan Essai AliAdel B. Abdel-RamanEman A. BadryAlaaeldien HassanHany A. AtallahPublished in: IEEE Access (2023)
Keyphrases
- loss function
- support vector
- neural network
- hinge loss
- pattern recognition
- pairwise
- partially labeled data
- classification accuracy
- loss minimization
- feature selection
- squared error
- feature extraction
- class labels
- training process
- support vector machine svm
- support vector machine
- pattern classification
- bayes rule
- convex loss functions
- reproducing kernel hilbert space
- logistic regression
- text classification
- benchmark datasets
- machine learning algorithms
- kernel classifiers
- image classification
- supervised learning
- nearest neighbor