PairProSVM: Protein Subcellular Localization Based on Local Pairwise Profile Alignment and SVM.
Man-Wai MakJian GuoSun-Yuan KungPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2008)
Keyphrases
- pairwise
- multi class
- global alignment
- support vector
- sequence alignment
- support vector machine svm
- support vector machine
- knn
- loss function
- higher order
- svm classifier
- markov random field
- feature selection
- support vectors
- multi class svm
- high order
- pairwise interactions
- kernel function
- semi supervised
- image alignment
- multi class classification
- training data
- similarity measure
- pairwise classification
- spectral clustering
- optimal parameters
- svm classification
- maximum margin
- decision boundary
- dynamic time warping
- linear svm
- similarity function
- belief propagation
- feature vectors
- user profiles
- word alignment
- machine learning
- multiple sequence alignments
- higher order relations
- text classifiers
- generalization ability
- radial basis function
- point sets
- kernel methods
- classification algorithm
- k nearest neighbor
- training set
- feature space