CNNsite: Prediction of DNA-binding residues in proteins using Convolutional Neural Network with sequence features.
Jiyun ZhouQin LuRuifeng XuLin GuiHongpeng WangPublished in: BIBM (2016)
Keyphrases
- protein families
- dna binding
- convolutional neural network
- protein sequences
- amino acids
- binding sites
- sequence similarity
- wet lab
- protein structure
- multiple sequence alignments
- highly similar
- amino acid sequences
- feature space
- protein tertiary structure
- contact map
- protein structure prediction
- co occurrence
- protein folding
- protein interaction
- transcription factors
- physicochemical properties
- biological sequences
- protein protein interactions
- computational biology
- gene expression
- face detection
- protein structural
- pairwise
- computer vision