Identification of protein hot regions by integrated machine learning algorithm.
Jing HuHaomin GanXiaolong ZhangNansheng ChenPublished in: BIBM (2019)
Keyphrases
- learning algorithm
- mass spectrometry
- training data
- protein sequences
- machine learning
- reinforcement learning
- learning problems
- active learning
- image features
- image regions
- supervised learning
- learning rate
- protein structure
- machine learning algorithms
- tandem mass spectrometry
- training examples
- amino acid sequences
- learning machines
- learning tasks
- pairwise
- drug design
- transcription factor binding sites
- learning scheme
- mass spectra
- region of interest
- amino acids
- parameter space
- high throughput
- data sets
- back propagation
- input image
- learning process
- training set
- neural network