A Novel Method to Identify Golgi Protein Types Based on Hybrid Feature and SVM Algorithm.
Liang MaHailin JiangWanli YangQuanjie ZhuPublished in: Int. J. Comput. Intell. Appl. (2020)
Keyphrases
- support vector machine svm
- cost function
- dynamic programming
- computational cost
- high accuracy
- preprocessing
- classification method
- detection algorithm
- k means
- classification algorithm
- computational complexity
- optimization method
- improved algorithm
- optimization algorithm
- significant improvement
- objective function
- segmentation algorithm
- input data
- matching algorithm
- support vector machine
- decision function
- recognition algorithm
- selection algorithm
- test images
- convergence rate
- learning algorithm
- energy function
- detection method
- feature set
- similarity measure
- optimal solution
- clustering method
- feature maps
- training algorithm
- reduced set
- tree structure
- probabilistic model
- decision forest
- multi class classification
- segmentation method
- immune genetic algorithm
- contact map
- multiple sequence alignments
- amino acid composition
- optimal parameters
- knn
- classification accuracy
- feature vectors
- pairwise
- feature extraction
- image segmentation