DocumentCode
1138215
Title
An error tolerant software equipment for human DNA characterization
Author
Rampone, Salvatore
Author_Institution
Univ. del Sannio, Benevento, Italy
Volume
51
Issue
5
fYear
2004
Firstpage
2018
Lastpage
2026
Abstract
We describe a learning algorithm for the prediction of splice site locations in human DNA in the presence of sequence annotation errors in the training data. Experimental results on a common dataset including errors are reported. We also give an efficient implementation. The resulting software package is publicly available.
Keywords
DNA; biology computing; learning (artificial intelligence); noise; artificial intelligence; efficient implementation; error tolerant software equipment; human DNA; learning algorithm; noise; sequence annotation errors; software package; splice site locations; training data; Bioinformatics; DNA; Databases; Genomics; Humans; Inference algorithms; Machine learning algorithms; Sequences; Splicing; Training data; Algorithm; DNA; efficient implementation; learning; noise; splice;
fLanguage
English
Journal_Title
Nuclear Science, IEEE Transactions on
Publisher
ieee
ISSN
0018-9499
Type
jour
DOI
10.1109/TNS.2004.835609
Filename
1344278
Link To Document