Passive Versus Active: Frameworks of Active Learning for Linking Humans to Machines.
Jaeseo LimHwiyeol JoByoung-Tak ZhangJooyong ParkPublished in: CogSci (2021)
Keyphrases
- active learning
- machine vision systems
- learning frameworks
- human intelligence
- semi supervised
- learning algorithm
- learning strategies
- neural network
- active learning strategies
- computer vision
- training set
- experimental design
- pool based active learning
- cost sensitive
- labeled data
- real world
- training examples
- flowshop
- human subjects
- human behavior
- evaluation methods
- unlabeled data
- selective sampling
- support vector machine
- machine learning
- data mining