期刊文献+

Recent Applications of Hidden Markov Models in Computational Biology 被引量:6

Recent Applications of Hidden Markov Models in Computational Biology
原文传递
导出
摘要 This paper examines recent developments and applications of Hidden MarkovModels (HMMs) to various problems in computational biology, including multiple sequence alignment,homology detection, protein sequences classification, and genomic annotation. This paper examines recent developments and applications of Hidden MarkovModels (HMMs) to various problems in computational biology, including multiple sequence alignment,homology detection, protein sequences classification, and genomic annotation.
出处 《Genomics, Proteomics & Bioinformatics》 SCIE CAS CSCD 2004年第2期84-96,共13页 基因组蛋白质组与生物信息学报(英文版)
基金 This work was partly supported by the Singapore BioMedical Research Council research grant BMRC01/1/21/19/140.
关键词 hidden markov models sequence alignment homology detection proteinstructure prediction gene prediction hidden markov models sequence alignment homology detection proteinstructure prediction gene prediction
  • 相关文献

参考文献56

  • 1[1]Sheynin,O.1988.A Markov's work on probability.Arch.Hist.Exact Sci.39:337-377.
  • 2[2]Blackwell,D.and Koopmans,L.1957.On the identifiable problem for functions of finite Markov chains.Ann.Math.Stat.28:1011-1015.
  • 3[3]Burke,C.J.and Rosenblatt,M.1958.A Markovian function of a Markov chain.Ann.Math.Stat.29:1112-1120.
  • 4[4]Gilbert,E.J.1959.On the identifiablity problem for functions of finite Markov chains.Ann.Math.Stat.30:688-697.
  • 5[5]Heller,A.1965.On stochastic processes derived from Markov chains.Ann.Math.Stat.36:1286-1291.
  • 6[6]Baum,L.E.,et al.1972.A maximization technique occurring in the statistical analysis of probabilistic functions of Markov chains.Ann.Math.Stat.41:164-171.
  • 7[7]Churchill,G.A.1989.Stochastic models for heterogeneous DNA sequences.Bull.Math.Biol.51:79-94.
  • 8[8]Stultz,C.M.,et al.1993.Structural analysis based on state-space modeling.Protein Sci.2:305-314.
  • 9[9]White,J.V.,et al.1994.Protein classification by stochastic modeling and optimal filtering of aminoacid sequences.Math.Biosci.119:35-75.
  • 10[10]Krogh,A.,et al.1994.Hidden Markov models in computational biology.Applications to protein modeling.J.Mol.Biol.235:1501-1531.

同被引文献18

引证文献6

二级引证文献7

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部