Examination of Different Representations of Proteins Using Protein Ray-based Descriptor and Deep Learning Models.
Georgina MircevaAndreja NaumoskiAndrea KulakovPublished in: MIPRO (2023)
Keyphrases
- learning models
- amino acids
- protein sequences
- protein structure
- protein function
- subcellular localization
- amino acid sequences
- protein structure prediction
- protein protein interactions
- protein interaction data
- protein folding
- machine learning
- contact map
- learning algorithm
- dna binding
- protein protein interaction networks
- loss function
- physicochemical properties
- machine learning algorithms
- protein interaction
- amino acid composition
- protein interaction networks
- mass spectrometry
- semi supervised learning
- learning problems
- protein complexes
- learning tasks
- conditional random fields
- secondary structure
- classification models
- functional modules
- object recognition
- feature extraction