Does Active Learning Reduce Human Coding?: A Systematic Comparison of Neural Network with nCoder.
Jaeyoon ChoiAndrew R. RuisZhiqiang CaiBrendan R. EaganDavid Williamson ShafferPublished in: ICQE (2022)
Keyphrases
- active learning
- neural network
- coding scheme
- artificial neural networks
- learning strategies
- training examples
- self organizing maps
- neural network model
- recurrent neural networks
- neural network is trained
- selective sampling
- coding method
- random sampling
- human subjects
- bp neural network
- prediction model
- training set
- genetic algorithm
- feed forward
- relevance feedback
- semi supervised
- human interaction
- decision trees
- machine learning