Neighborhood preserving D-optimal design for active learning and its application to terrain classification.
Yingjie GuZhong JinPublished in: Neural Comput. Appl. (2013)
Keyphrases
- optimal design
- active learning
- neighborhood preserving
- selective sampling
- dimensionality reduction
- semi supervised
- machine learning
- experimental design
- high order
- training examples
- water supply
- learning algorithm
- supervised learning
- structural design
- training set
- learning strategies
- unlabeled data
- learning process
- pool based active learning
- random sampling
- data analysis
- relevance feedback
- high dimensional
- nearest neighbor
- labeled data
- active learning strategies
- neural network
- dimension reduction
- transfer learning
- semi supervised learning