Self-Supervised Learning IoT Device Features With Graph Contrastive Neural Network for Device Classification in Social Internet of Things.
Bentian LiYunxia LinIzhar Ahmed KhanPublished in: IEEE Trans. Netw. Serv. Manag. (2023)
Keyphrases
- neural network
- supervised learning
- feature vectors
- learning algorithm
- feature set
- pattern recognition
- feature construction
- feature space
- prior knowledge
- feature extraction
- learning process
- classification method
- incremental learning
- benchmark datasets
- classification process
- classification models
- extracted features
- feature representation
- image classification
- active learning
- unsupervised learning
- classification accuracy
- learning vector quantization
- artificial neural networks
- learning community
- learning phase
- social networks
- machine learning
- learning rules
- supervised learning algorithms
- feedforward neural networks
- classification algorithm
- training process
- weighted graph
- discriminative learning
- neural nets
- tablet pc
- mobile devices
- reinforcement learning
- positive and unlabeled examples