DocumentCode
2203387
Title
Predicting algorithm for RNA pseudoknotted structure
Author
Liu, Zhendong ; Fu, Chuande
Author_Institution
Sch. of Comput. Sci. & Technol., Shandong Jianzhu Univ., Jinan, China
fYear
2011
fDate
6-8 June 2011
Firstpage
514
Lastpage
518
Abstract
Pseudoknots are a frequent RNA structure. Based on the relative stability of the stems in RNA molecules, an algorithm is presented to predict RNA pseudoknotted structure,the introduced algorithm takes O(n3) time and O(n) space and outperforms other known algorithms in predicting accuracy. This algorithm not only reduces the time complexity to O(n3), but also widens the maximum length of the sequence The experimental results on the RNA sub-sequences in PseudoBase indicate that the algorithm has good accuracy, sensitivity and specificity.
Keywords
biology computing; computational complexity; macromolecules; PseudoBase; RNA molecules; RNA pseudoknotted structure; RNA subsequences; predicting algorithm; time complexity; Accuracy; Algorithm design and analysis; Complexity theory; Heuristic algorithms; Prediction algorithms; RNA; Sensitivity; NP-complete; RNA pseudoknotted structure; Stem; heuristic Algorithm;
fLanguage
English
Publisher
ieee
Conference_Titel
Information and Automation (ICIA), 2011 IEEE International Conference on
Conference_Location
Shenzhen
Print_ISBN
978-1-4577-0268-6
Electronic_ISBN
978-1-4577-0269-3
Type
conf
DOI
10.1109/ICINFA.2011.5949047
Filename
5949047
Link To Document