Accelerating protein sensor optimization with machine learning.
Hod DanaPublished in: Nat. Comput. Sci. (2024)
Keyphrases
- machine learning
- global optimization
- protein sequences
- pattern recognition
- optimization algorithm
- sensor data
- learning problems
- decision trees
- machine learning algorithms
- information extraction
- sensor networks
- optimization problems
- natural language processing
- learning tasks
- text classification
- text mining
- multi sensor
- optimization approaches
- data mining
- support vector machine
- learning algorithm
- optimization method
- kernel methods
- protein secondary structure prediction
- computational biology
- machine learning methods
- learning systems
- model selection
- knowledge acquisition
- supervised learning
- active learning
- feature selection
- computer vision