Replication: Contrastive Learning and Data Augmentation in Traffic Classification Using a Flowpic Input Representation.
Alessandro FinamoreChao WangJonatan KrolikowskiJose M. NavarroFuxing ChenDario RossiPublished in: IMC (2023)
Keyphrases
- data sets
- database
- supervised learning
- learning algorithm
- prior knowledge
- image data
- active learning
- data analysis
- data sources
- input data
- learning process
- learning phase
- incremental learning
- labeled data
- decision trees
- training data
- knowledge discovery
- xml documents
- feature vectors
- multi class
- semi supervised
- data collection
- unsupervised learning
- reinforcement learning
- support vector machine svm
- high dimensional data
- classification algorithm
- bayesian methods
- labeled and unlabeled data