Active Learning for Multi-Class Vehicle Categorization and Traffic Analysis in complex environments.
Gabriel Lugo BustilloJoey QuinlanLingrui ZhouMd Nahid SadikIrene ChengPublished in: ISM (2023)
Keyphrases
- multi class
- complex environments
- traffic analysis
- active learning
- network security
- text categorization
- network traffic
- feature selection
- support vector machine
- autonomous agents
- pairwise
- multi class classification
- object detection
- machine learning
- multiple classes
- traffic data
- internet traffic
- semi supervised
- multiple instance learning
- error correcting output codes
- class imbalance
- learning algorithm
- base classifiers
- cost sensitive
- transfer learning
- semi supervised learning
- labeled data
- training set
- binary classification
- binary classifiers
- learning process
- computer networks
- intrusion detection system
- intrusion detection
- multi class problems