Insight of the Signal Motif of GPI-(like)-anchored Proteins by using SVM.
Cao WeiKazuya SumikoshiTohru TeradaShugo NakamuraKentaro ShimizuPublished in: BIOCOMP (2006)
Keyphrases
- structural motifs
- protein structural
- amino acid composition
- protein sequences
- support vector machine svm
- support vector
- support vector machine
- knn
- protein structure
- signal processing
- sequence analysis
- high frequency
- protein folding
- multi class
- non stationary
- frequency domain
- amino acid sequences
- biological sequences
- feature selection
- svm classification
- computational methods
- amino acids
- dna sequences
- svm classifier
- feature space
- machine learning
- hyperplane
- support vectors
- fold cross validation
- kernel methods
- classification algorithm
- protein function
- training set
- protein protein interaction networks
- motif finding
- training data