Multi-instance multi-label distance metric learning for genome-wide protein function prediction.
Yonghui XuHuaqing MinHengjie SongQingyao WuPublished in: Comput. Biol. Chem. (2016)
Keyphrases
- multi instance
- multi label
- protein function prediction
- high throughput
- metric learning
- learning tasks
- distance metric
- image classification
- text categorization
- multi label classification
- graph cuts
- microarray
- image annotation
- biological data
- binary classification
- multi task
- class labels
- learning problems
- semi supervised learning
- text classification
- protein protein interactions
- dimensionality reduction
- computer vision
- data points
- pairwise
- cost sensitive
- visual features
- principal component analysis
- reinforcement learning
- image features