An improved sequence based prediction protocol for DNA-binding proteins using SVM and comprehensive feature analysis.
Chuanxin ZouJiayu GongHonglin LiPublished in: BMC Bioinform. (2013)
Keyphrases
- dna binding
- feature analysis
- wet lab
- sequence similarity
- binding sites
- protein interaction
- support vector machine svm
- support vector
- protein families
- transcription factors
- genome wide
- gene expression
- support vector machine
- protein structure prediction
- feature extraction
- computational methods
- transcription factor binding sites
- face recognition
- sequence alignment
- knn
- linear discriminant analysis
- biological sequences
- feature selection
- protein protein interactions
- motif discovery
- biological processes
- sequence analysis
- protein function
- protein folding
- co occurrence
- data sets
- biological data