Classification with Stochastic Learning Methods and Convolutional Neural Networks.
Natasha M. AstudilloReginald BolmanNikolay Metodiev SirakovPublished in: SN Comput. Sci. (2020)
Keyphrases
- classification method
- benchmark datasets
- preprocessing
- supervised learning
- convolutional neural networks
- learning algorithm
- online learning
- supervised learning algorithms
- classification systems
- reinforcement learning
- classification models
- incremental learning
- benchmark data sets
- empirical studies
- machine learning
- machine learning methods
- neural network
- learning models
- robust classification
- decision trees
- accurate classification
- multiscale
- unsupervised learning
- learning process
- active learning
- learning problems
- significant improvement
- image classification
- cross validation
- learning systems
- pattern recognition
- kernel learning
- discriminative learning
- classification and regression problems
- neural networks and support vector machines