2005 IEEE/SP 13th Workshop on Statistical Signal Processing

• Pubblicazione: [Place of publication not identified], : I E E E, 2005
• Descrizione fisica: 1 online resource (1358 pages) : illustrations
• Disciplina: 621.3822
• Soggetto topico: Signal processing
• Note generali: Bibliographic Level Mode of Issuance: Monograph
• Sommario/riassunto: Non-coding RNAs (ncRNA) are RNA molecules that function in the cells without being translated into proteins. In recent years, much evidence has been found that ncRNAs play a crucial role in various biological processes. As a result, there has been an increasing interest in the prediction of ncRNA genes. Due to the conserved secondary structure in ncRNAs, there exist pairwise dependencies between distant bases. These dependencies cannot be effectively modeled using traditional HMMs, and we need a more complex model such as the context-sensitive HMM (csHMM). In this paper, we overview the role of csHMMs in the RNA secondary structure analysis and the prediction of ncRNA genes. It is demonstrated that the context-sensitive HMMs can serve as an efficient framework for these purposes.
• Titolo autorizzato: 2005 IEEE
• ISBN: 1-5090-9661-2
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910146789503321
• Lo trovi qui: Univ. Federico II