Interpretability of deep neural networks: A review of methods, classification and hardware.
Thanasis AntamisAnastasios DrosouThanasis VafeiadisAlexandros NizamisDimosthenis IoannidisDimitrios TzovarasPublished in: Neurocomputing (2024)
Keyphrases
- neural network
- pattern recognition
- benchmark datasets
- machine learning methods
- classification method
- neural networks and support vector machines
- classification systems
- support vector
- significant improvement
- supervised learning
- benchmark data sets
- robust classification
- terms of classification accuracy
- feature extraction
- real time
- multiclass classification
- neural nets
- decision trees
- empirical studies
- computer systems
- image classification
- nearest neighbor
- preprocessing
- back propagation
- feature selection
- genetic algorithm
- classification models
- classification scheme
- machine learning
- fuzzy decision trees
- feature vectors