Peptide-Protein Interface Classification Using Convolutional Neural Networks.
Lucas Moraes dos SantosDiego C. B. MarianoLuana Luiza BastosAlessandra Gomes CiolettiRaquel Cardoso de Melo MinardiPublished in: BSB (2023)
Keyphrases
- convolutional neural networks
- protein classification
- classification accuracy
- machine learning
- pattern recognition
- amino acids
- text classification
- image classification
- support vector machine
- tandem mass spectra
- classification scheme
- support vector machine svm
- feature extraction
- user interface
- classification algorithm
- protein sequences
- mass spectrometry
- feature selection
- decision trees
- mass spectra
- decision rules
- classification method
- pattern classification
- support vector
- learning algorithm
- protein structure prediction
- feature space
- training set
- image registration
- feature vectors