메뉴 건너뛰기




Volumn 12, Issue SUPPL.5, 2011, Pages

Exploring matrix factorization techniques for significant genes identification of Alzheimer's disease microarray gene expression data

Author keywords

[No Author keywords available]

Indexed keywords

DNA MICROARRAY GENE EXPRESSION DATUM; DNA MICROARRAY TECHNOLOGY; HIGH-DIMENSIONAL DATA SPACE; INDEPENDENT COMPONENT ANALYSIS(ICA); MICROARRAY GENE EXPRESSION; MICROARRAY GENE EXPRESSION DATA; NONNEGATIVE MATRIX FACTORIZATION; UNSUPERVISED MACHINE LEARNING;

EID: 79960735240     PISSN: None     EISSN: 14712105     Source Type: Journal    
DOI: 10.1186/1471-2105-12-S5-S7     Document Type: Article
Times cited : (29)

References (23)
  • 3
    • 35348822688 scopus 로고    scopus 로고
    • Improving cluster visualization in self-organizing maps: Application in gene expression data analysis
    • 10.1016/j.compbiomed.2007.04.003, 17544390
    • Fernandez EA, Balzarini M. Improving cluster visualization in self-organizing maps: Application in gene expression data analysis. Computers in Biology and Medicine 2007, 37(12):1677-1689. 10.1016/j.compbiomed.2007.04.003, 17544390.
    • (2007) Computers in Biology and Medicine , vol.37 , Issue.12 , pp. 1677-1689
    • Fernandez, E.A.1    Balzarini, M.2
  • 4
    • 10444223920 scopus 로고    scopus 로고
    • An optimal hierarchical clustering algorithm for gene expression data
    • Seal S, Komarina S, Aluru S. An optimal hierarchical clustering algorithm for gene expression data. Information Processing Letters 2005, 93(3):143-147.
    • (2005) Information Processing Letters , vol.93 , Issue.3 , pp. 143-147
    • Seal, S.1    Komarina, S.2    Aluru, S.3
  • 5
    • 9944260282 scopus 로고    scopus 로고
    • Improved Biclustering of Microarray Data Demonstrated through Systematic Performance Tests
    • Turner H, Bailey T, Krzanowski W. Improved Biclustering of Microarray Data Demonstrated through Systematic Performance Tests. Computational Statistics and Data Analysis 2005, 48:235-254.
    • (2005) Computational Statistics and Data Analysis , vol.48 , pp. 235-254
    • Turner, H.1    Bailey, T.2    Krzanowski, W.3
  • 8
    • 0036166753 scopus 로고    scopus 로고
    • Linear modes of gene expression determined by independent component analysis
    • 10.1093/bioinformatics/18.1.51, 11836211
    • Liebermeister W. Linear modes of gene expression determined by independent component analysis. Bioinformatics 2002, 18(1):51-60. 10.1093/bioinformatics/18.1.51, 11836211.
    • (2002) Bioinformatics , vol.18 , Issue.1 , pp. 51-60
    • Liebermeister, W.1
  • 10
    • 12244298864 scopus 로고    scopus 로고
    • A decomposition model to track gene expression signatures: preview on observer-independent classification of ovarian cancer
    • 10.1093/bioinformatics/18.12.1617, 12490446
    • Martoglio AM, Miskin JW, Smith SK, Mackay DC. A decomposition model to track gene expression signatures: preview on observer-independent classification of ovarian cancer. Bioinformatics 2002, 18(12):1617-1624. 10.1093/bioinformatics/18.12.1617, 12490446.
    • (2002) Bioinformatics , vol.18 , Issue.12 , pp. 1617-1624
    • Martoglio, A.M.1    Miskin, J.W.2    Smith, S.K.3    Mackay, D.C.4
  • 11
    • 34548444625 scopus 로고    scopus 로고
    • Elucidating the altered transcriptional programs in breast cancer using independent component analysis
    • 10.1371/journal.pcbi.0030161, 1950343, 17708679
    • Teschendorff AE, Journee M, Absil PA, Sepulchre R, Caldas C. Elucidating the altered transcriptional programs in breast cancer using independent component analysis. PLoS Comput Biol 2007, 3(8):e161. 10.1371/journal.pcbi.0030161, 1950343, 17708679.
    • (2007) PLoS Comput Biol , vol.3 , Issue.8
    • Teschendorff, A.E.1    Journee, M.2    Absil, P.A.3    Sepulchre, R.4    Caldas, C.5
  • 12
    • 4444229045 scopus 로고    scopus 로고
    • Independent component analysis of microarray data in the study of endometrial cancer
    • 10.1038/sj.onc.1207562, 15247901
    • Saidi SA, Holland CM, Kreil DP, MacKay D, Charnock-Jones DS. Independent component analysis of microarray data in the study of endometrial cancer. Oncogene 2004, 23(39):6677-6683. 10.1038/sj.onc.1207562, 15247901.
    • (2004) Oncogene , vol.23 , Issue.39 , pp. 6677-6683
    • Saidi, S.A.1    Holland, C.M.2    Kreil, D.P.3    MacKay, D.4    Charnock-Jones, D.S.5
  • 14
    • 33748201591 scopus 로고    scopus 로고
    • Independent component analysis reveals new and biologically significant structures in micro array data
    • 10.1186/1471-2105-7-290, 1557674, 16762055
    • Frigyesi A, Veerla S, Lindgren D, Hoglund M. Independent component analysis reveals new and biologically significant structures in micro array data. BMC Bioinformatics 2006, 7:290-301. 10.1186/1471-2105-7-290, 1557674, 16762055.
    • (2006) BMC Bioinformatics , vol.7 , pp. 290-301
    • Frigyesi, A.1    Veerla, S.2    Lindgren, D.3    Hoglund, M.4
  • 15
    • 0033592606 scopus 로고    scopus 로고
    • Learning the parts of objects by nonnegative matrix factorization
    • 10.1038/44565, 10548103
    • Lee DD, Seung HS. Learning the parts of objects by nonnegative matrix factorization. Nature 1999, 401:788-793. 10.1038/44565, 10548103.
    • (1999) Nature , vol.401 , pp. 788-793
    • Lee, D.D.1    Seung, H.S.2
  • 19
    • 84900510076 scopus 로고    scopus 로고
    • Nonnegative Matrix Factorization with Sparseness Constraints
    • Hoyer PO. Nonnegative Matrix Factorization with Sparseness Constraints. J. Machine Learning Research 2004, 5:1457-1469.
    • (2004) J. Machine Learning Research , vol.5 , pp. 1457-1469
    • Hoyer, P.O.1
  • 21
    • 1242341923 scopus 로고    scopus 로고
    • Incipient Alzheimer's disease: microarray correlation analyses reveal major transcriptional and tumor suppressor responses
    • 10.1073/pnas.0308512100, 357071, 14769913
    • Blalock EM, Geddes JW, Chen KC, Porter NM, Markesbery WR, Landfield PW. Incipient Alzheimer's disease: microarray correlation analyses reveal major transcriptional and tumor suppressor responses. PNAS 2004, 101(7):2173-2178. 10.1073/pnas.0308512100, 357071, 14769913.
    • (2004) PNAS , vol.101 , Issue.7 , pp. 2173-2178
    • Blalock, E.M.1    Geddes, J.W.2    Chen, K.C.3    Porter, N.M.4    Markesbery, W.R.5    Landfield, P.W.6
  • 22
    • 0038206578 scopus 로고    scopus 로고
    • Gene microarrays in hippocampal aging: statistical profiling identifies novel processes correlated with cognitive impairment
    • Blalock EM, Chen KC, Sharrow K, Herman JP, Porter NM, Foster TC, Landfield PW. Gene microarrays in hippocampal aging: statistical profiling identifies novel processes correlated with cognitive impairment. J Neurosci 2003, 23(9):3807-3819.
    • (2003) J Neurosci , vol.23 , Issue.9 , pp. 3807-3819
    • Blalock, E.M.1    Chen, K.C.2    Sharrow, K.3    Herman, J.P.4    Porter, N.M.5    Foster, T.C.6    Landfield, P.W.7
  • 23
    • 0346307721 scopus 로고    scopus 로고
    • A fast fixed-point algorithm for independent component analysis
    • Neural Computation
    • Hyvärinen A, Oja E. A fast fixed-point algorithm for independent component analysis. 1997, 9(7):1483-1492. Neural Computation.
    • (1997) , vol.9 , Issue.7 , pp. 1483-1492
    • Hyvärinen, A.1    Oja, E.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.