Minimisation of data collection by active learning.
Tirthankar RayChaudhuriLeonard G. C. HameyPublished in: ICNN (1995)
Keyphrases
- data collection
- active learning
- data analysis
- random sampling
- collected data
- sensor networks
- machine learning
- learning algorithm
- collecting data
- selective sampling
- pool based active learning
- learning strategies
- wireless sensor networks
- semi supervised
- labeled data
- learning process
- active learning strategies
- training examples
- experimental design
- data entry
- supervised learning
- training set
- databases
- annotation effort
- batch mode active learning
- class imbalance
- online learning
- small number
- data mining
- generalization error
- cost sensitive
- sample complexity
- relevance feedback
- sample selection
- e learning
- rare class
- crowd sourced
- artificial intelligence
- genetic algorithm
- real time
- imbalanced data classification
- music emotion classification