A compact hybrid feature vector for an accurate secondary structure prediction

• Main Authors: Hassan, Rohayanti, Othman, Razib M., Saad, Puteh, Kasim, Shahreen
• Format: Article
• Published: Elsevier Inc 2011
• Subjects: QA75 Electronic computers. Computer science; T58.5-58.64 Information technology
• Online Access: http://eprints.utm.my/id/eprint/44677/; http://dx.doi.org/10.1016/j.ins.2011.07.019

Amino acid propensity score is one of the earliest successful methods used in protein secondary structure prediction. However, the score performs poorly on small-sized datasets and low-identity protein sequences. Based on current in silico method, secondary structure can be predicted from local fold...