AUC-Maximized Deep Convolutional Neural Fields for Protein Sequence Labeling.
Sheng WangSiqi SunJinbo XuPublished in: ECML/PKDD (2) (2016)
Keyphrases
- sequence labeling
- network architecture
- conditional random fields
- deep learning
- dependency parsing
- named entity recognition
- structured prediction
- crf model
- hedge detection
- computer vision
- information extraction
- decision trees
- learning algorithm
- markov models
- model selection
- graphical models
- machine learning
- random fields
- approximate inference
- maximum entropy
- markov networks
- higher order
- natural language processing
- knowledge representation
- pairwise