Improved weighted cross-correlation coefficient with a new kernel and its application in predicting T cell epitopes / 南方医科大学学报
Journal of Southern Medical University
; (12): 2252-2255, 2010.
Article
in Chinese
| WPRIM (Western Pacific)
| ID: wpr-323690
Responsible library:
WPRO
ABSTRACT
We designed a weighted cross-correlation coefficient considering the "anchor" of the T cell epitopes, and used an evolutionary algorithm to search for an optimal weight vector. A SVM model with this new peptide similarity kernel was evaluated on a T-cell data set. The results demonstrated a good performance of this method.
Full text:
Available
Database:
WPRIM (Western Pacific)
Main subject:
Peptides
/
Algorithms
/
Artificial Intelligence
/
Models, Statistical
/
Epitopes, T-Lymphocyte
Type of study:
Prognostic study
/
Risk factors
Language:
Chinese
Journal:
Journal of Southern Medical University
Year:
2010
Document type:
Article
