Confident Classification Using a Hybrid Between Deterministic and Probabilistic Convolutional Neural Networks.
Muhammad Naseer BajwaSuleman KhurramMohsin MunirShoaib Ahmed SiddiquiMuhammad Imran MalikAndreas DengelSheraz AhmedPublished in: IEEE Access (2020)
Keyphrases
- convolutional neural networks
- classification scheme
- pattern recognition
- classification accuracy
- bayesian networks
- feature space
- decision trees
- automatic classification
- pattern classification
- feature vectors
- classification algorithm
- text classification
- classification systems
- classification method
- machine learning algorithms
- generative model
- neural network
- image classification
- support vector
- feature extraction
- feature selection
- model selection
- unsupervised learning
- training samples
- benchmark datasets
- supervised learning
- probabilistic model
- classification rules
- preprocessing
- black box
- learning algorithm