Contrastive Learning and Data Augmentation in Traffic Classification Using a Flowpic Input Representation.
Alessandro FinamoreChao WangJonatan KrolikowskiJose M. NavarroFuxing ChenDario RossiPublished in: CoRR (2023)
Keyphrases
- data sets
- prior knowledge
- classification accuracy
- supervised learning
- background knowledge
- input data
- learning process
- knowledge discovery
- unsupervised learning
- database
- support vector
- data analysis
- reinforcement learning
- training data
- labeled and unlabeled data
- incremental learning
- learning tasks
- neural network
- machine learning
- data collection
- learning algorithm
- data points
- active learning
- image classification
- data mining techniques
- image representation
- training examples
- missing data
- network traffic
- data structure
- data sources
- input variables
- bayesian methods