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Volumn 38, Issue 8, 2008, Pages 886-893

Incorporating PCA and fuzzy-ART techniques into achieve organism classification based on codon usage consideration

Author keywords

Codon usage; Fuzzy adaptive resonance theory (fuzzy ART); Principle component analysis (PCA)

Indexed keywords

ACIDS; AMINATION; AMINES; AMINO ACIDS; ARSENIC COMPOUNDS; CLASSIFICATION (OF INFORMATION); DNA; FLOW OF SOLIDS; FUZZY LOGIC; GENES; INFORMATION USE; LEAD; NUCLEIC ACIDS; ORGANIC ACIDS;

EID: 48349142137     PISSN: 00104825     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compbiomed.2008.05.007     Document Type: Article
Times cited : (11)

References (24)
  • 1
    • 19344369893 scopus 로고    scopus 로고
    • Power-laws in the complete sequences of human genome
    • Chen Y.H., Nyeo S.L., and Yu J.P. Power-laws in the complete sequences of human genome. J. Biol. Syst. 13 (2005) 105-115
    • (2005) J. Biol. Syst. , vol.13 , pp. 105-115
    • Chen, Y.H.1    Nyeo, S.L.2    Yu, J.P.3
  • 2
    • 0033232146 scopus 로고    scopus 로고
    • Statistics of DNA sequences: a low-frequency analysis
    • De Sousa Vieira M. Statistics of DNA sequences: a low-frequency analysis. Physical Review E 60 (1999) 5932-5937
    • (1999) Physical Review E , vol.60 , pp. 5932-5937
    • De Sousa Vieira, M.1
  • 3
    • 0030023247 scopus 로고    scopus 로고
    • Determining divergence times of the major Kingdoms of living organisms with a protein clock
    • Doolittle R.F., Feng D.F., Tsang S., Cho G., and Little E. Determining divergence times of the major Kingdoms of living organisms with a protein clock. Science 271 (1996) 470-477
    • (1996) Science , vol.271 , pp. 470-477
    • Doolittle, R.F.1    Feng, D.F.2    Tsang, S.3    Cho, G.4    Little, E.5
  • 4
    • 17444429680 scopus 로고    scopus 로고
    • Analyses of DNA base sequences for eukaryotes in terms of power spectrum method
    • Isohata Y., and Hayashi M. Analyses of DNA base sequences for eukaryotes in terms of power spectrum method. Jpn. J. Appl. Phys. 44 (2005) 1143-1146
    • (2005) Jpn. J. Appl. Phys. , vol.44 , pp. 1143-1146
    • Isohata, Y.1    Hayashi, M.2
  • 5
    • 0012957909 scopus 로고    scopus 로고
    • Spectral classification of archaeal and bacterial genomes
    • Nyeo S.L., Yang I.C., and Wu C.H. Spectral classification of archaeal and bacterial genomes. J. Biol. Syst. 10 (2002) 233-241
    • (2002) J. Biol. Syst. , vol.10 , pp. 233-241
    • Nyeo, S.L.1    Yang, I.C.2    Wu, C.H.3
  • 6
    • 0000204878 scopus 로고
    • Evolution of long-range fractal correlations and 1 / f noise in DNA base sequences
    • Voss R.F. Evolution of long-range fractal correlations and 1 / f noise in DNA base sequences. Phys. Rev. Lett. 68 (1992) 3805-3808
    • (1992) Phys. Rev. Lett. , vol.68 , pp. 3805-3808
    • Voss, R.F.1
  • 9
    • 0034193767 scopus 로고    scopus 로고
    • Studies on codon usage in Entamoeba histolytica
    • Ghosh T. Studies on codon usage in Entamoeba histolytica. Int. J. Parasitol. 30 (2000) 715-722
    • (2000) Int. J. Parasitol. , vol.30 , pp. 715-722
    • Ghosh, T.1
  • 10
    • 0030569016 scopus 로고    scopus 로고
    • What drives condon choices in human genes?
    • Karlin S., and Mrazek J. What drives condon choices in human genes?. J. Mol. Biol. 262 (1996) 459-472
    • (1996) J. Mol. Biol. , vol.262 , pp. 459-472
    • Karlin, S.1    Mrazek, J.2
  • 11
    • 0029023517 scopus 로고
    • Lactococcus lactis glyceraldehyde-3-phosphate dehydrogenase gene, gap-further evidence for strongly biased codon usage in glycolytic pathway genes
    • Cancilla M.R., Hillier A.J., and Davidson B.E. Lactococcus lactis glyceraldehyde-3-phosphate dehydrogenase gene, gap-further evidence for strongly biased codon usage in glycolytic pathway genes. Microbiology-UK 141 (1995) 1027-1036
    • (1995) Microbiology-UK , vol.141 , pp. 1027-1036
    • Cancilla, M.R.1    Hillier, A.J.2    Davidson, B.E.3
  • 13
    • 0345867871 scopus 로고
    • Genomic clusters and codon usage in relation to gene-expression in oral gram-negative anaerobes
    • Gharbia S.E., Williams J.C., Andrews D.M.A., and Shah H.N. Genomic clusters and codon usage in relation to gene-expression in oral gram-negative anaerobes. Anaerobe 1 (1995) 239-262
    • (1995) Anaerobe , vol.1 , pp. 239-262
    • Gharbia, S.E.1    Williams, J.C.2    Andrews, D.M.A.3    Shah, H.N.4
  • 14
    • 0023046874 scopus 로고
    • Codon usage in yeast: cluster analysis clearly differentiates highly and lowly expressed genes
    • Sharp P., and Mosurski K. Codon usage in yeast: cluster analysis clearly differentiates highly and lowly expressed genes. Nucleic Acids Res. 14 (1986) 5125-5143
    • (1986) Nucleic Acids Res. , vol.14 , pp. 5125-5143
    • Sharp, P.1    Mosurski, K.2
  • 15
    • 0033524964 scopus 로고    scopus 로고
    • Classification of Arbidopsis thaliana gene sequences: clustering of coding sequences into two groups according to codon usage improves gene prediction
    • Mathe C., and Rouze P. Classification of Arbidopsis thaliana gene sequences: clustering of coding sequences into two groups according to codon usage improves gene prediction. J. Mol. Biol. 285 (1999) 1977-1991
    • (1999) J. Mol. Biol. , vol.285 , pp. 1977-1991
    • Mathe, C.1    Rouze, P.2
  • 16
    • 0002889384 scopus 로고    scopus 로고
    • The optimization of multi-response problems in Taguchi method
    • Tong L.I., Su C.T., and Wang C.H. The optimization of multi-response problems in Taguchi method. Int. J. Qual. Reliab. Manage. 14 4 (1997) 367-380
    • (1997) Int. J. Qual. Reliab. Manage. , vol.14 , Issue.4 , pp. 367-380
    • Tong, L.I.1    Su, C.T.2    Wang, C.H.3
  • 18
    • 48349083225 scopus 로고    scopus 로고
    • SPSS, Advanced Statistical Analysis Using SPSS. Editor, Chicago, 2000.
    • SPSS, Advanced Statistical Analysis Using SPSS. Editor, Chicago, 2000.
  • 20
    • 0030462723 scopus 로고    scopus 로고
    • Order of search in Fuzzy ART and Fuzzy ARTMAP: effect of the choice parameter
    • Georgiopoulos M., Fernlund H., Bebis G., and Heileman G.L. Order of search in Fuzzy ART and Fuzzy ARTMAP: effect of the choice parameter. Neural Networks 9 5 (1996) 1541-1559
    • (1996) Neural Networks , vol.9 , Issue.5 , pp. 1541-1559
    • Georgiopoulos, M.1    Fernlund, H.2    Bebis, G.3    Heileman, G.L.4
  • 21
    • 0027542561 scopus 로고
    • Fuzz min-max neural networks-Part 2. clustering
    • Simpson P.K. Fuzz min-max neural networks-Part 2. clustering. IEEE Transactions on Fuzzy System 1 (1993) 32-45
    • (1993) IEEE Transactions on Fuzzy System , vol.1 , pp. 32-45
    • Simpson, P.K.1
  • 22
    • 48349113868 scopus 로고    scopus 로고
    • B. Moore, ART 1 and pattern clustering, in: Proceedings of the 1988 Connectionist Models Summer School, 1989, pp. 174-185.
    • B. Moore, ART 1 and pattern clustering, in: Proceedings of the 1988 Connectionist Models Summer School, 1989, pp. 174-185.
  • 23
    • 0026408256 scopus 로고
    • Fuzzy-ART: fast stable learning and categorization of analog patterns by an adaptive resonance system (original contribution)
    • Carpenter G.A., Grossberg S., and Rosen D.B. Fuzzy-ART: fast stable learning and categorization of analog patterns by an adaptive resonance system (original contribution). Neural Networks 4 (1991) 759-771
    • (1991) Neural Networks , vol.4 , pp. 759-771
    • Carpenter, G.A.1    Grossberg, S.2    Rosen, D.B.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.