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DNAFSMiner: a web-based software toolbox to recognize two types of functional sites in DNA sequences

Bioinformatics. 2005 Mar 1;21(5):671-3. doi: 10.1093/bioinformatics/bth437. Epub 2004 Jul 29.

Abstract

DNAFSMiner (DNA Functional Sites Miner) is a web-based software toolbox to recognize functional sites in nucleic acid sequences. Currently in this toolbox, we provide two software: TIS Miner and Poly(A) Signal Miner. The TIS Miner can be used to predict translation initiation sites in vertebrate DNA/mRNA/cDNA sequences, and the Poly(A) Signal Miner can be used to predict polyadenylation [poly(A)] signals in human DNA sequences. The prediction results are better than those by literature methods on two benchmark applications. This good performance is mainly attributable to our unique learning method. DNAFSMiner is available free of charge for academic and non-profit organizations.

Availability: http://research.i2r.a-star.edu.sg/DNAFSMiner/

Contact: huiqing@i2r.a-star.edu.sg.

Publication types

  • Evaluation Study

MeSH terms

  • Algorithms*
  • Artificial Intelligence*
  • Database Management Systems*
  • Humans
  • Information Storage and Retrieval / methods*
  • Internet*
  • Pattern Recognition, Automated / methods
  • Sequence Alignment / methods*
  • Sequence Analysis, DNA / methods*
  • Software*
  • Structure-Activity Relationship