Four-way classification of Alzheimer's disease using deep Siamese convolutional neural network with triplet-loss function.
Faizal HajamohideenNoushath ShaffiMufti MahmudKarthikeyan SubramanianArwa Al SaririViswan VimbiAbdelhamid AbdesselamPublished in: Brain Informatics (2023)
Keyphrases
- loss function
- convolutional neural network
- support vector
- hinge loss
- pairwise
- face detection
- feature space
- feature selection
- empirical risk
- classification accuracy
- pattern classification
- risk minimization
- convex loss functions
- learning to rank
- svm classifier
- benchmark datasets
- model selection
- image classification
- supervised learning
- support vector machine
- computer vision
- stochastic gradient descent
- feature extraction
- solution path
- decision trees
- bayes rule
- machine learning