COALA - Correlation-Aware Active Learning of Link Specifications.
Axel-Cyrille Ngonga NgomoKlaus LykoVictor ChristenPublished in: ESWC (2013)
Keyphrases
- active learning
- high level
- semi supervised
- labeled data
- learning strategies
- supervised learning
- semi supervised learning
- machine learning
- random sampling
- annotation effort
- correlation coefficient
- imbalanced data classification
- pool based active learning
- formal specification
- learning algorithm
- experimental design
- functional requirements
- correlation filters
- selective sampling
- active learning strategies
- learning process